Combinatorica
Visual reconstruction
Algorithms for clustering data
Algorithms for clustering data
Approximate counting, uniform generation and rapidly mixing Markov chains
Information and Computation
Partitioning sparse matrices with eigenvectors of graphs
SIAM Journal on Matrix Analysis and Applications
Disk packings and planar separators
Proceedings of the twelfth annual symposium on Computational geometry
IEEE Transactions on Pattern Analysis and Machine Intelligence
Normalized Cuts and Image Segmentation
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
Quantitative Measures of Change based on Feature Organization: Eigenvalues and Eigenvectors
CVPR '96 Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96)
Textons, Contours and Regions: Cue Integration in Image Segmentation
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
Motion Segmentation and Tracking Using Normalized Cuts
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
"Ratio Regions": A Technique for Image Segmentation
ICPR '96 Proceedings of the 13th International Conference on Pattern Recognition - Volume 2
Unsupervised Segmentation of Color-Texture Regions in Images and Video
IEEE Transactions on Pattern Analysis and Machine Intelligence
Co-clustering documents and words using bipartite spectral graph partitioning
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
A spectral method to separate disconnected and nearly-disconnected web graph components
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Globally Optimal Regions and Boundaries as Minimum Ratio Weight Cycles
IEEE Transactions on Pattern Analysis and Machine Intelligence - Graph Algorithms and Computer Vision
Fast Approximate Energy Minimization via Graph Cuts
IEEE Transactions on Pattern Analysis and Machine Intelligence
Image Segmentation by Data-Driven Markov Chain Monte Carlo
IEEE Transactions on Pattern Analysis and Machine Intelligence
Contour and Texture Analysis for Image Segmentation
International Journal of Computer Vision
Analysis of gene expression profiles: class discovery and leaf ordering
Proceedings of the sixth annual international conference on Computational biology
Retrieval of still images by content
Lectures on information retrieval
Alternatives to the k-means algorithm that find better clusterings
Proceedings of the eleventh international conference on Information and knowledge management
A Multiphase Level Set Framework for Image Segmentation Using the Mumford and Shah Model
International Journal of Computer Vision
A Region-Based Fuzzy Feature Matching Approach to Content-Based Image Retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
Spatial-feature parametric clustering applied to motion-based segmentation in camouflage
Computer Vision and Image Understanding
Learning-based linguistic indexing of pictures with 2--d MHMMs
Proceedings of the tenth ACM international conference on Multimedia
Probabilistic and Voting Approaches to Cue Integration for Figure-Ground Segmentation
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Multivariate Saddle Point Detection for Statistical Clustering
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Parametric Distributional Clustering for Image Segmentation
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Spectral Partitioning with Indefinite Kernels Using the Nyström Extension
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Learning Intrinsic Video Content Using Levenshtein Distance in Graph Partitioning
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Unsupervised Learning: Self-aggregation in Scaled Principal Component Space
PKDD '02 Proceedings of the 6th European Conference on Principles of Data Mining and Knowledge Discovery
Graph-Based Methods for Vision: A Yorkist Manifesto
Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Retrieval of Still Images by Content
ESSIR '00 Proceedings of the Third European Summer-School on Lectures on Information Retrieval-Revised Lectures
Transductive Learning: Learning Iris Data with Two Labeled Data
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Semi-supervised Learning in Medical Image Database
PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
Unsupervised Learning of Part-Based Representations
CAIP '01 Proceedings of the 9th International Conference on Computer Analysis of Images and Patterns
Unsupervised Image Partitioning with Semidefinite Programming
Proceedings of the 24th DAGM Symposium on Pattern Recognition
Color image segmentation based on edge-preservation smoothing and soft C-means clustering
Machine Graphics & Vision International Journal - Special issue on latest results in colour image processing and applications
The hierarchy of the cocoons of a graph and its application to image segmentation
Pattern Recognition Letters - Special issue: Graph-based representations in pattern recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Path-Based Clustering for Grouping of Smooth Curves and Texture Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Framework for Robust Subspace Learning
International Journal of Computer Vision - Special Issue on Computational Vision at Brown University
Constant factor approximation of vertex-cuts in planar graphs
Proceedings of the thirty-fifth annual ACM symposium on Theory of computing
Perceptual Grouping by Selection of a Logically Minimal Model
International Journal of Computer Vision
Automatic image annotation and retrieval using cross-media relevance models
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Document clustering based on non-negative matrix factorization
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Hierarchical mesh decomposition using fuzzy clustering and cuts
ACM SIGGRAPH 2003 Papers
Automatic Feature Selection with Applications to Script Identification of Degraded Documents
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
Automatic Linguistic Indexing of Pictures by a Statistical Modeling Approach
IEEE Transactions on Pattern Analysis and Machine Intelligence
The Journal of Machine Learning Research
Think globally, fit locally: unsupervised learning of low dimensional manifolds
The Journal of Machine Learning Research
Unravelling small world networks
Journal of Computational and Applied Mathematics - Special issue: Selected papers from the conference on computational and mathematical methods for science and engineering (CMMSE-2002) Alicante University, Spain, 20-25 september 2002
Machine Learning for Computer Graphics: A Manifesto and Tutorial
PG '03 Proceedings of the 11th Pacific Conference on Computer Graphics and Applications
Binary Partitioning, Perceptual Grouping, and Restoration with Semidefinite Programming
IEEE Transactions on Pattern Analysis and Machine Intelligence
Bagging for Path-Based Clustering
IEEE Transactions on Pattern Analysis and Machine Intelligence
User-directed analysis of scanned images
Proceedings of the 2003 ACM symposium on Document engineering
A visually grounded natural language interface for reference to spatial scenes
Proceedings of the 5th international conference on Multimodal interfaces
Optimal Cluster Preserving Embedding of Nonmetric Proximity Data
IEEE Transactions on Pattern Analysis and Machine Intelligence
Segmentation Given Partial Grouping Constraints
IEEE Transactions on Pattern Analysis and Machine Intelligence
Spectral Grouping Using the Nyström Method
IEEE Transactions on Pattern Analysis and Machine Intelligence
Content-based image retrieval by clustering
MIR '03 Proceedings of the 5th ACM SIGMM international workshop on Multimedia information retrieval
Exploiting relational structure to understand publication patterns in high-energy physics
ACM SIGKDD Explorations Newsletter
International Journal of Computer Vision
On clusterings: Good, bad and spectral
Journal of the ACM (JACM)
Spectral matching of bipartite graphs
Design and application of hybrid intelligent systems
Semi-Supervised Learning on Riemannian Manifolds
Machine Learning
Document clustering by concept factorization
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Document clustering via adaptive subspace iteration
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Kernel k-means: spectral clustering and normalized cuts
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Automatic multimedia cross-modal correlation discovery
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Boosting margin based distance functions for clustering
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Learning to cluster using local neighborhood structure
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Linearized cluster assignment via spectral ordering
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Solving cluster ensemble problems by bipartite graph partitioning
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Image Categorization by Learning and Reasoning with Regions
The Journal of Machine Learning Research
Simultaneous Feature Selection and Clustering Using Mixture Models
IEEE Transactions on Pattern Analysis and Machine Intelligence
On combining graph-partitioning with non-parametric clustering for image segmentation
Computer Vision and Image Understanding
IEEE Transactions on Pattern Analysis and Machine Intelligence
Clip-based similarity measure for hierarchical video retrieval
Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
Manifold-ranking based image retrieval
Proceedings of the 12th annual ACM international conference on Multimedia
A content based image retrieval system based on the fuzzy ARTMAP architecture
Proceedings of the 12th annual ACM international conference on Multimedia
Locality preserving clustering for image database
Proceedings of the 12th annual ACM international conference on Multimedia
Hierarchical clustering of WWW image search results using visual, textual and link information
Proceedings of the 12th annual ACM international conference on Multimedia
SCA '04 Proceedings of the 2004 ACM SIGGRAPH/Eurographics symposium on Computer animation
Shadow Graphs and 3D Texture Reconstruction
International Journal of Computer Vision - Special Issue on Texture Analysis and Synthesis
Digital capture for automated scanner workflows
Proceedings of the 2004 ACM symposium on Document engineering
Face Recognition Using Laplacianfaces
IEEE Transactions on Pattern Analysis and Machine Intelligence
Salient Closed Boundary Extraction with Ratio Contour
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Natural Image Statistics for Natural Image Segmentation
International Journal of Computer Vision
Proceedings of the 2005 symposium on Interactive 3D graphics and games
Mining Closed Relational Graphs with Connectivity Constraints
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
Image Parsing: Unifying Segmentation, Detection, and Recognition
International Journal of Computer Vision
Spectral surface reconstruction from noisy point clouds
Proceedings of the 2004 Eurographics/ACM SIGGRAPH symposium on Geometry processing
Shape segmentation using local slippage analysis
Proceedings of the 2004 Eurographics/ACM SIGGRAPH symposium on Geometry processing
Two algorithms for fast reclustering of dynamic meshed surfaces
Proceedings of the 2004 Eurographics/ACM SIGGRAPH symposium on Geometry processing
Combining Multiple Clusterings Using Evidence Accumulation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Extracting Meaningful Curves from Images
Journal of Mathematical Imaging and Vision
Hierarchical Clustering Algorithms for Document Datasets
Data Mining and Knowledge Discovery
Name disambiguation in author citations using a K-way spectral clustering method
Proceedings of the 5th ACM/IEEE-CS joint conference on Digital libraries
Pattern Vectors from Algebraic Graph Theory
IEEE Transactions on Pattern Analysis and Machine Intelligence
Polynomial-Time Metrics for Attributed Trees
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Trained Spin-Glass Model for Grouping of Image Primitives
IEEE Transactions on Pattern Analysis and Machine Intelligence
Generalizing Swendsen-Wang to Sampling Arbitrary Posterior Probabilities
IEEE Transactions on Pattern Analysis and Machine Intelligence
Evaluating the impact of selection noise in community-based web search
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Exploiting relationships for object consolidation
Proceedings of the 2nd international workshop on Information quality in information systems
IEEE Transactions on Knowledge and Data Engineering
Segmentation of Vector Field Using Green Function and Normalized Cut
Proceedings of the 14th IEEE Visualization 2003 (VIS'03)
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Combining partitions by probabilistic label aggregation
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Mining closed relational graphs with connectivity constraints
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
A fast kernel-based multilevel algorithm for graph clustering
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Co-clustering by block value decomposition
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Leveraging relational autocorrelation with latent group models
MRDM '05 Proceedings of the 4th international workshop on Multi-relational mining
Spectral and meta-heuristic algorithms for software clustering
Journal of Systems and Software - Special issue: Software reverse engineering
Document Clustering Using Locality Preserving Indexing
IEEE Transactions on Knowledge and Data Engineering
Web image clustering by consistent utilization of visual features and surrounding texts
Proceedings of the 13th annual ACM international conference on Multimedia
Iteratively clustering web images based on link and attribute reinforcements
Proceedings of the 13th annual ACM international conference on Multimedia
Image clustering with tensor representation
Proceedings of the 13th annual ACM international conference on Multimedia
Formulating context-dependent similarity functions
Proceedings of the 13th annual ACM international conference on Multimedia
More optimal strokes for NPR sketching
GRAPHITE '05 Proceedings of the 3rd international conference on Computer graphics and interactive techniques in Australasia and South East Asia
Multiple random walk and its application in content-based image retrieval
Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval
Evaluation strategies for image understanding and retrieval
Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval
Content-based image retrieval: approaches and trends of the new age
Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval
Statistical and computational analysis of locality preserving projection
ICML '05 Proceedings of the 22nd international conference on Machine learning
Semi-supervised graph clustering: a kernel approach
ICML '05 Proceedings of the 22nd international conference on Machine learning
Identifying useful subgoals in reinforcement learning by local graph partitioning
ICML '05 Proceedings of the 22nd international conference on Machine learning
Learning from labeled and unlabeled data on a directed graph
ICML '05 Proceedings of the 22nd international conference on Machine learning
IEEE Transactions on Pattern Analysis and Machine Intelligence
Optimal Surface Segmentation in Volumetric Images-A Graph-Theoretic Approach
IEEE Transactions on Pattern Analysis and Machine Intelligence
Leveraging Relational Autocorrelation with Latent Group Models
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Active Document Layout Synthesis
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
Generic Object Recognition with Boosting
IEEE Transactions on Pattern Analysis and Machine Intelligence
Context-Based Segmentation of Image Sequences
IEEE Transactions on Pattern Analysis and Machine Intelligence
Isoperimetric Graph Partitioning for Image Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Word sense disambiguation with pictures
Artificial Intelligence - Special volume on connecting language to the world
Graph Partitioning Active Contours (GPAC) for Image Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Adaptive Support-Weight Approach for Correspondence Search
IEEE Transactions on Pattern Analysis and Machine Intelligence
Using eigenvectors of the bigram graph to infer morpheme identity
MPL '02 Proceedings of the ACL-02 workshop on Morphological and phonological learning - Volume 6
Understanding complex visually referring utterances
HLT-NAACL-LWM '04 Proceedings of the HLT-NAACL 2003 workshop on Learning word meaning from non-linguistic data - Volume 6
Selective visual attention enables learning and recognition of multiple objects in cluttered scenes
Computer Vision and Image Understanding - Special issue: Attention and performance in computer vision
Segmentation of Discrete Vector Fields
IEEE Transactions on Visualization and Computer Graphics
International Journal of Computer Vision
Parsing Images into Regions, Curves, and Curve Groups
International Journal of Computer Vision
Classify By Representative Or Associations (CBROA): a hybrid approach for image classification
MDM '05 Proceedings of the 6th international workshop on Multimedia data mining: mining integrated media and complex data
Mining hidden community in heterogeneous social networks
Proceedings of the 3rd international workshop on Link discovery
Unsupervised Learning of Image Manifolds by Semidefinite Programming
International Journal of Computer Vision
Animal gaits from video: comparative studies
Graphical Models - Special issue on SCA 2004
Reassembling fractured objects by geometric matching
ACM SIGGRAPH 2006 Papers
ACM SIGGRAPH 2006 Papers
Compression of motion capture databases
ACM SIGGRAPH 2006 Papers
Hierarchical shadow detection for color aerial images
Computer Vision and Image Understanding
Higher order learning with graphs
ICML '06 Proceedings of the 23rd international conference on Machine learning
A new approach to data driven clustering
ICML '06 Proceedings of the 23rd international conference on Machine learning
Fast nonparametric clustering with Gaussian blurring mean-shift
ICML '06 Proceedings of the 23rd international conference on Machine learning
Discriminative cluster analysis
ICML '06 Proceedings of the 23rd international conference on Machine learning
Spectral clustering for multi-type relational data
ICML '06 Proceedings of the 23rd international conference on Machine learning
Block-quantized kernel matrix for fast spectral embedding
ICML '06 Proceedings of the 23rd international conference on Machine learning
Graph Cuts and Efficient N-D Image Segmentation
International Journal of Computer Vision
Document clustering with prior knowledge
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Unsupervised learning on k-partite graphs
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Event detection from evolution of click-through data
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Pattern Recognition Letters - Special issue: Evolutionary computer vision and image understanding
IEEE Transactions on Pattern Analysis and Machine Intelligence
Exposing digital forgeries in scientific images
MM&Sec '06 Proceedings of the 8th workshop on Multimedia and security
Analyzing visual layout for a non-visual presentation-document interface
Proceedings of the 8th international ACM SIGACCESS conference on Computers and accessibility
Imagerank: spectral techniques for structural analysis of image database
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 2
Wide baseline spectral matching
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 2
Random Walks for Image Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Data Fusion and Multicue Data Matching by Diffusion Maps
IEEE Transactions on Pattern Analysis and Machine Intelligence
ACM Computing Surveys (CSUR)
Maximum unfolded embedding: formulation, solution, and application for image clustering
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
SmartLabel: an object labeling tool using iterated harmonic energy minimization
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Dominant Sets and Pairwise Clustering
IEEE Transactions on Pattern Analysis and Machine Intelligence
Graph-Based Abstraction for Privacy Preserving Manifold Visualization
WI-IATW '06 Proceedings of the 2006 IEEE/WIC/ACM international conference on Web Intelligence and Intelligent Agent Technology
Probabilistic Non-linear Principal Component Analysis with Gaussian Process Latent Variable Models
The Journal of Machine Learning Research
The Journal of Machine Learning Research
Image segmentation by unsupervised sparse clustering
Pattern Recognition Letters
Discovering Shape Classes using Tree Edit-Distance and Pairwise Clustering
International Journal of Computer Vision
International Journal of Computer Vision
2006 Special Issue: Modeling attention to salient proto-objects
Neural Networks
A Riemannian approach to graph embedding
Pattern Recognition
Information cut for clustering using a gradient descent approach
Pattern Recognition
Minimum cut model for spoken lecture segmentation
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Unsupervised and semi-supervised learning of tone and pitch accent
HLT-NAACL '06 Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics
Vectorized image segmentation via trixel agglomeration
Pattern Recognition
Semidefinite spectral clustering
Pattern Recognition
Graph matching and clustering using spectral partitions
Pattern Recognition
Incorporating multiple SVMs for automatic image annotation
Pattern Recognition
Clustering in video data: Dealing with heterogeneous semantics of features
Pattern Recognition
Fast multiscale clustering and manifold identification
Pattern Recognition
A survey of content-based image retrieval with high-level semantics
Pattern Recognition
A color image segmentation approach for content-based image retrieval
Pattern Recognition
Graph embedding using tree edit-union
Pattern Recognition
Matching actions in presence of camera motion
Computer Vision and Image Understanding - Special issue on modeling people: Vision-based understanding of a person's shape, appearance, movement, and behaviour
Three-Dimensional Shape Knowledge for Joint Image Segmentation and Pose Tracking
International Journal of Computer Vision
Clustering and searching WWW images using link and page layout analysis
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Exploration trees on highly complex scenes: A new approach for 3D segmentation
Pattern Recognition
A statistical framework for query translation disambiguation
ACM Transactions on Asian Language Information Processing (TALIP)
Spectral clustering and its use in bioinformatics
Journal of Computational and Applied Mathematics
Image annotation by hierarchical mapping of features
Proceedings of the 16th international conference on World Wide Web
Two graph theory based methods for identifying the pectoral muscle in mammograms
Pattern Recognition
Web image annotation by fusing visual features and textual information
Proceedings of the 2007 ACM symposium on Applied computing
Correspondence as energy-based segmentation
Image and Vision Computing
Face recognition using spectral features
Pattern Recognition
Fast SDP Relaxations of Graph Cut Clustering, Transduction, and Other Combinatorial Problems
The Journal of Machine Learning Research
Learning Spectral Clustering, With Application To Speech Separation
The Journal of Machine Learning Research
IEEE Transactions on Knowledge and Data Engineering
Toward Objective Evaluation of Image Segmentation Algorithms
IEEE Transactions on Pattern Analysis and Machine Intelligence
Learning, detection and representation of multi-agent events in videos
Artificial Intelligence
An Automated Signature-Based Approach against Polymorphic Internet Worms
IEEE Transactions on Parallel and Distributed Systems
Enhancing the Effectiveness of Clustering with Spectra Analysis
IEEE Transactions on Knowledge and Data Engineering
Unsupervised relation disambiguation using spectral clustering
COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
Discriminating image senses by clustering with multimodal features
COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
The rendezvous algorithm: multiclass semi-supervised learning with Markov random walks
Proceedings of the 24th international conference on Machine learning
Robust non-linear dimensionality reduction using successive 1-dimensional Laplacian Eigenmaps
Proceedings of the 24th international conference on Machine learning
Relational clustering by symmetric convex coding
Proceedings of the 24th international conference on Machine learning
Adaptive mesh compression in 3D computer graphics using multiscale manifold learning
Proceedings of the 24th international conference on Machine learning
Maximum margin clustering made practical
Proceedings of the 24th international conference on Machine learning
Spectral clustering and transductive learning with multiple views
Proceedings of the 24th international conference on Machine learning
A new data clustering approach: Generalized cellular automata
Information Systems
Signal Processing
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Journal of Management Information Systems
Regularized clustering for documents
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Random walks on the click graph
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Segmentation of heterogeneous blob objects through voting and level set formulation
Pattern Recognition Letters
Evolutionary spectral clustering by incorporating temporal smoothness
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Structural and temporal analysis of the blogosphere through community factorization
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
A probabilistic framework for relational clustering
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
A spectral clustering approach to optimally combining numericalvectors with a modular network
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
SCAN: a structural clustering algorithm for networks
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
From frequent itemsets to semantically meaningful visual patterns
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Atomic volumes for mesh completion
SGP '05 Proceedings of the third Eurographics symposium on Geometry processing
Voronoi-based variational reconstruction of unoriented point sets
SGP '07 Proceedings of the fifth Eurographics symposium on Geometry processing
Proceedings of the 6th ACM international conference on Image and video retrieval
Proceedings of the 6th ACM international conference on Image and video retrieval
Device parts retrieval from assembly drawings with SVM based active relevance feedback
Proceedings of the 6th ACM international conference on Image and video retrieval
Cast indexing for videos by NCuts and page ranking
Proceedings of the 6th ACM international conference on Image and video retrieval
Using multiple segmentations for image auto-annotation
Proceedings of the 6th ACM international conference on Image and video retrieval
Optimization and correction of the tool path of the five-axis milling machine
Mathematics and Computers in Simulation
A survey of kernel and spectral methods for clustering
Pattern Recognition
Robust path-based spectral clustering
Pattern Recognition
Image-Based Modeling by Joint Segmentation
International Journal of Computer Vision
Recovering Surface Layout from an Image
International Journal of Computer Vision
A tutorial on spectral clustering
Statistics and Computing
Region-based image retrieval using an object ontology and relevance feedback
EURASIP Journal on Applied Signal Processing
Inappropriateness of the criterion of k-way normalized cuts for deciding the number of clusters
Pattern Recognition Letters
A review of text and image retrieval approaches for broadcast news video
Information Retrieval
Video search reranking through random walk over document-level context graph
Proceedings of the 15th international conference on Multimedia
Annealing and the normalized N-cut
Pattern Recognition
Foundations and Trends® in Computer Graphics and Vision
Spectral clustering with eigenvector selection
Pattern Recognition
Multi-Level Graph Layout on the GPU
IEEE Transactions on Visualization and Computer Graphics
Community Mining from Signed Social Networks
IEEE Transactions on Knowledge and Data Engineering
Clustering and Embedding Using Commute Times
IEEE Transactions on Pattern Analysis and Machine Intelligence
Weighted Graph Cuts without Eigenvectors A Multilevel Approach
IEEE Transactions on Pattern Analysis and Machine Intelligence
Incorporating non-motion cues into 3D motion segmentation
Computer Vision and Image Understanding
A heuristic clustering algorithm for mining communities in signed networks
Journal of Computer Science and Technology
LEGClust—A Clustering Algorithm Based on Layered Entropic Subgraphs
IEEE Transactions on Pattern Analysis and Machine Intelligence
Finding dense and isolated submarkets in a sponsored search spending graph
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Communities in graphs and hypergraphs
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Discovering global network communities based on local centralities
ACM Transactions on the Web (TWEB)
Automatic Image Segmentation by Tree Pruning
Journal of Mathematical Imaging and Vision
Euclidean path modeling for video surveillance
Image and Vision Computing
Mean shift spectral clustering
Pattern Recognition
Nonparametric Bayesian Image Segmentation
International Journal of Computer Vision
Evaluation of Localized Semantics: Data, Methodology, and Experiments
International Journal of Computer Vision
A new graph cut-based multiple active contour algorithm without initial contours and seed points
Machine Vision and Applications
Image retrieval: Ideas, influences, and trends of the new age
ACM Computing Surveys (CSUR)
Node roles and community structure in networks
Proceedings of the 9th WebKDD and 1st SNA-KDD 2007 workshop on Web mining and social network analysis
Spectral clustering in telephone call graphs
Proceedings of the 9th WebKDD and 1st SNA-KDD 2007 workshop on Web mining and social network analysis
A recommender system based on local random walks and spectral methods
Proceedings of the 9th WebKDD and 1st SNA-KDD 2007 workshop on Web mining and social network analysis
Region-Based Hierarchical Image Matching
International Journal of Computer Vision
Sampling stable properties of massive track datasets
Proceedings of the 2007 workshop on Massive datasets
A matrix-based multilevel approach to identify functional protein modules
International Journal of Bioinformatics Research and Applications
Regularized query classification using search click information
Pattern Recognition
Activity based surveillance video content modelling
Pattern Recognition
Bipartite isoperimetric graph partitioning for data co-clustering
Data Mining and Knowledge Discovery
Diffusion maps-based image clustering
Proceedings of the 2006 international workshop on Research issues in digital libraries
Multifocus image fusion using region segmentation and spatial frequency
Image and Vision Computing
SVM-based active feedback in image retrieval using clustering and unlabeled data
Pattern Recognition
Topic modeling with network regularization
Proceedings of the 17th international conference on World Wide Web
Proceedings of the 17th international conference on World Wide Web
Learning to rank relational objects and its application to web search
Proceedings of the 17th international conference on World Wide Web
Facetnet: a framework for analyzing communities and their evolutions in dynamic networks
Proceedings of the 17th international conference on World Wide Web
Statistical properties of community structure in large social and information networks
Proceedings of the 17th international conference on World Wide Web
Figure-ground separation by cue integration
Neural Computation
ACM Transactions on Knowledge Discovery from Data (TKDD)
Towards effective document clustering: A constrained K-means based approach
Information Processing and Management: an International Journal
The HCM for perceptual image segmentation
Neurocomputing
A hierarchical clustering algorithm based on the Hungarian method
Pattern Recognition Letters
KPCA for semantic object extraction in images
Pattern Recognition
Non-negative matrix factorisation for object class discovery and image auto-annotation
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Diffusion maps clustering for magnetic resonance Q-ball imaging segmentation
Journal of Biomedical Imaging - Recent Advances in Neuroimaging Methodology
An Approximate Distribution for the Normalized Cut
Journal of Mathematical Imaging and Vision
Media objects for user-centered similarity matching
Multimedia Tools and Applications
Graph partitioning through a multi-objective evolutionary algorithm: a preliminary study
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Spectral clustering with inconsistent advice
Proceedings of the 25th international conference on Machine learning
Efficient multiclass maximum margin clustering
Proceedings of the 25th international conference on Machine learning
Multi-document summarization via sentence-level semantic analysis and symmetric matrix factorization
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Unsupervised learning of multilingual short message service (SMS) dialect from noisy examples
Proceedings of the second workshop on Analytics for noisy unstructured text data
Local invariant feature detectors: a survey
Foundations and Trends® in Computer Graphics and Vision
Efficient segmentation based on Eikonal and diffusion equations
International Journal of Computer Mathematics - Computer Vision and Pattern Recognition
Journal of Systems and Software
Graph spectral image smoothing using the heat kernel
Pattern Recognition
A comparison between two robust techniques for segmentation of blood vessels
Computers in Biology and Medicine
Spectral domain-transfer learning
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Utilizing phrase-similarity measures for detecting and clustering informative RSS news articles
Integrated Computer-Aided Engineering
Content-based image retrieval based on rectangular segmentation
SIP'08 Proceedings of the 7th WSEAS International Conference on Signal Processing
A novel pixon-representation for image segmentation based on Markov random field
Image and Vision Computing
Automatic detection of salient objects and spatial relations in videos for a video database system
Image and Vision Computing
Randomized cuts for 3D mesh analysis
ACM SIGGRAPH Asia 2008 papers
Performance Modeling and Algorithm Characterization for Robust Image Segmentation
International Journal of Computer Vision
Matching large ontologies: A divide-and-conquer approach
Data & Knowledge Engineering
Printer profiling for forensics and ballistics
Proceedings of the 10th ACM workshop on Multimedia and security
An efficient algorithm for attention-driven image interpretation from segments
Pattern Recognition
Improved spectral relaxation methods for binary quadratic optimization problems
Computer Vision and Image Understanding
ISPRA'08 Proceedings of the 7th WSEAS International Conference on Signal Processing, Robotics and Automation
A Hybrid Region Weighting Approach for Relevance Feedback in Region-Based Image Search on the Web
SOFSEM '07 Proceedings of the 33rd conference on Current Trends in Theory and Practice of Computer Science
Support, Relevance and Spectral Learning for Time Series
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II
Spectral Modes of Facial Needle-Maps
IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part I
Motion Segmentation from Feature Trajectories with Missing Data
IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part I
A Graph Clustering Algorithm Based on Minimum and Normalized Cut
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part I: ICCS 2007
Subgoal Identification for Reinforcement Learning and Planning in Multiagent Problem Solving
MATES '07 Proceedings of the 5th German conference on Multiagent System Technologies
Spectral Clustering and Embedding with Hidden Markov Models
ECML '07 Proceedings of the 18th European conference on Machine Learning
Improving Automatic Image Annotation Based on Word Co-occurrence
Adaptive Multimedial Retrieval: Retrieval, User, and Semantics
Automatic Image Annotation with Relevance Feedback and Latent Semantic Analysis
Adaptive Multimedial Retrieval: Retrieval, User, and Semantics
Local Subspace-Based Denoising for Shot Boundary Detection
IEA/AIE '08 Proceedings of the 21st international conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: New Frontiers in Applied Artificial Intelligence
Document Clustering Based on Spectral Clustering and Non-negative Matrix Factorization
IEA/AIE '08 Proceedings of the 21st international conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: New Frontiers in Applied Artificial Intelligence
Learning to Look at Humans -- What Are the Parts of a Moving Body?
AMDO '08 Proceedings of the 5th international conference on Articulated Motion and Deformable Objects
Semi Supervised Spectral Clustering for Regulatory Module Discovery
DILS '08 Proceedings of the 5th international workshop on Data Integration in the Life Sciences
Measuring Graph Similarity Using Spectral Geometry
ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
Selecting the Right Features for Bipartite-Based Text Clustering
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
How Do Superpixels Affect Image Segmentation?
CIARP '08 Proceedings of the 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications
Building and Assessing a Constrained Clustering Hierarchical Algorithm
CIARP '08 Proceedings of the 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications
Distortion-Free Nonlinear Dimensionality Reduction
ECML PKDD '08 Proceedings of the 2008 European Conference on Machine Learning and Knowledge Discovery in Databases - Part I
Large-Scale Clustering through Functional Embedding
ECML PKDD '08 Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II
ECML PKDD '08 Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II
Clustering Via Local Regression
ECML PKDD '08 Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II
Semi-Supervised Boosting for Multi-Class Classification
ECML PKDD '08 Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II
MICCAI '08 Proceedings of the 11th international conference on Medical Image Computing and Computer-Assisted Intervention - Part I
Weights and Topology: A Study of the Effects of Graph Construction on 3D Image Segmentation
MICCAI '08 Proceedings of the 11th international conference on Medical Image Computing and Computer-Assisted Intervention - Part I
Clustering Using Normalized Path-Based Metric
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks, Part II
A Global Contour-Grouping Algorithm Based on Spectral Clustering
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks, Part II
Clustering high dimensional data: A graph-based relaxed optimization approach
Information Sciences: an International Journal
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Regularization on Graphs with Function-adapted Diffusion Processes
The Journal of Machine Learning Research
International Journal of Computer Mathematics - Recent Advances in Computational and Applied Mathematics in Science and Engineering
Image segmentation algorithm development using ground truth image data sets
Computer Vision and Image Understanding
A novel construction of connectivity graphs for clustering and visualization
WSEAS Transactions on Computers
Classifying networked entities with modularity kernels
Proceedings of the 17th ACM conference on Information and knowledge management
Modeling hidden topics on document manifold
Proceedings of the 17th ACM conference on Information and knowledge management
Object fingerprints for content analysis with applications to street landmark localization
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Eigenvectors of Random Graphs: Nodal Domains
APPROX '07/RANDOM '07 Proceedings of the 10th International Workshop on Approximation and the 11th International Workshop on Randomization, and Combinatorial Optimization. Algorithms and Techniques
Place retrieval with graph-based place-view model
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Towards a theoretical foundation for Laplacian-based manifold methods
Journal of Computer and System Sciences
Object delineation by κ-connected components
EURASIP Journal on Advances in Signal Processing
The COST292 experimental framework for rushes summarization task in TRECVID 2008
TVS '08 Proceedings of the 2nd ACM TRECVid Video Summarization Workshop
Video event segmentation and visualisation in non-linear subspace
Pattern Recognition Letters
Subjective local maps for hybrid metric-topological SLAM
Robotics and Autonomous Systems
Computer Vision and Image Understanding
A graph-segment-based unsupervised classification for multispectral remote sensing images
WSEAS Transactions on Information Science and Applications
Non-negative matrix factorization for semi-supervised data clustering
Knowledge and Information Systems
Weakly Supervised Object Localization with Stable Segmentations
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
An Experimental Comparison of Discrete and Continuous Shape Optimization Methods
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Modeling and Recognition of Landmark Image Collections Using Iconic Scene Graphs
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Shape Matching by Segmentation Averaging
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Search Space Reduction for MRF Stereo
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Mean shift: An information theoretic perspective
Pattern Recognition Letters
Morphological segmentation on learned boundaries
Image and Vision Computing
AI '08 Proceedings of the 21st Australasian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
Quantitative Evaluation on Heat Kernel Permutation Invariants
SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
A Continuous Labeling for Multiphase Graph Cut Image Partitioning
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing
A Graph-Based Approach for Image Segmentation
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing
Proximity Graphs Based Multi-scale Image Segmentation
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing
Stable Image Descriptions Using Gestalt Principles
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing
Shape Extraction through Region-Contour Stitching
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing
Unsupervised Clustering Algorithm for Video Shots Using Spectral Division
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing
Satellite Image Segmentation Using Wavelet Transforms Based on Color and Texture Features
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing, Part II
Texture-Based Shadow Removal from a Single Color Image
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing, Part II
Edge Detection from Global and Local Views Using an Ensemble of Multiple Edge Detectors
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing, Part II
On Modularity of Social Network Communities: The Spectral Characterization
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Semi-supervised graph clustering: a kernel approach
Machine Learning
Density-weighted nyström method for computing large kernel eigensystems
Neural Computation
Clustering with Feature Order Preferences
PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
Constructing Laplace operator from point clouds in Rd
SODA '09 Proceedings of the twentieth Annual ACM-SIAM Symposium on Discrete Algorithms
Dynamic Texture Detection Based on Motion Analysis
International Journal of Computer Vision
Unsupervised view and rate invariant clustering of video sequences
Computer Vision and Image Understanding
Visual word proximity and linguistics for semantic video indexing and near-duplicate retrieval
Computer Vision and Image Understanding
Feature fusion for basic behavior unit segmentation from video sequences
Robotics and Autonomous Systems
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Using a Global Parameter for Gaussian Affinity Matrices in Spectral Clustering
High Performance Computing for Computational Science - VECPAR 2008
Fixed-Coefficient Iterative Bilateral Filters for Graph-Based Image Processing
PSIVT '09 Proceedings of the 3rd Pacific Rim Symposium on Advances in Image and Video Technology
PSIVT '09 Proceedings of the 3rd Pacific Rim Symposium on Advances in Image and Video Technology
Towards a more efficient static software change impact analysis method
Proceedings of the 8th ACM SIGPLAN-SIGSOFT workshop on Program analysis for software tools and engineering
Graph nodes clustering with the sigmoid commute-time kernel: A comparative study
Data & Knowledge Engineering
Real-Time Object Tracking for Augmented Reality Combining Graph Cuts and Optical Flow
ISMAR '07 Proceedings of the 2007 6th IEEE and ACM International Symposium on Mixed and Augmented Reality
Exploiting semantic proximities for content search over p2p networks
Computer Communications
Analyzing communities and their evolutions in dynamic social networks
ACM Transactions on Knowledge Discovery from Data (TKDD)
RankClus: integrating clustering with ranking for heterogeneous information network analysis
Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology
Image segmentation by a contrario simulation
Pattern Recognition
Robust Higher Order Potentials for Enforcing Label Consistency
International Journal of Computer Vision
Extracting Communities from Complex Networks by the k-Dense Method
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
Combining Attention Model with Hierarchical Graph Representation for Region-Based Image Retrieval
IEICE - Transactions on Information and Systems
Less talk, more rock: automated organization of community-contributed collections of concert videos
Proceedings of the 18th international conference on World wide web
Proceedings of the 18th international conference on World wide web
Extracting data records from the web using tag path clustering
Proceedings of the 18th international conference on World wide web
Spectral Clustering in Social Networks
Advances in Web Mining and Web Usage Analysis
A Recommender System Based on Local Random Walks and Spectral Methods
Advances in Web Mining and Web Usage Analysis
Spectral moving removal of non-isolated surface outlier clusters
Computer-Aided Design
Regularized Local Reconstruction for Clustering
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Approximate Spectral Clustering
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Pairwise Constrained Clustering for Sparse and High Dimensional Feature Spaces
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Figure-ground segmentation using factor graphs
Image and Vision Computing
Graph matching using the interference of discrete-time quantum walks
Image and Vision Computing
Benchmarking graph-based clustering algorithms
Image and Vision Computing
Color learning and illumination invariance on mobile robots: A survey
Robotics and Autonomous Systems
Audio-visual human recognition using semi-supervised spectral learning and hidden Markov models
Journal of Visual Languages and Computing
Clustering with r-regular graphs
Pattern Recognition
Spectral clustering ensemble for image segmentation
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
Workload Reduction for Multi-input Feedback-Directed Optimization
Proceedings of the 7th annual IEEE/ACM International Symposium on Code Generation and Optimization
Object segmentation in video via graph cut built on superpixels
Fundamenta Informaticae - Cognitive Informatics, Cognitive Computing, and Their Denotational Mathematical Foundations (II)
Local and Nonlocal Discrete Regularization on Weighted Graphs for Image and Mesh Processing
International Journal of Computer Vision
Spectral clustering based on the graph p-Laplacian
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Probabilistic dyadic data analysis with local and global consistency
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
EigenTransfer: a unified framework for transfer learning
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
A principled and flexible framework for finding alternative clusterings
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Scalable graph clustering using stochastic flows: applications to community discovery
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Fast approximate spectral clustering
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Combining link and content for community detection: a discriminative approach
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Texture map: an effective representation for image segmentation
C3S2E '09 Proceedings of the 2nd Canadian Conference on Computer Science and Software Engineering
Robust partitional clustering by outlier and density insensitive seeding
Pattern Recognition Letters
Methodologies for Continuous Cellular Tower Data Analysis
Pervasive '09 Proceedings of the 7th International Conference on Pervasive Computing
A Bag of Words Approach for 3D Object Categorization
MIRAGE '09 Proceedings of the 4th International Conference on Computer Vision/Computer Graphics CollaborationTechniques
Cardiac Fibre Trace Clustering for the Interpretation of the Human Heart Architecture
FIMH '09 Proceedings of the 5th International Conference on Functional Imaging and Modeling of the Heart
Graph characteristics from the heat kernel trace
Pattern Recognition
Soft Uncoupling of Markov chains for Permeable Language Distinction: A New Algorithm
Proceedings of the 2006 conference on ECAI 2006: 17th European Conference on Artificial Intelligence August 29 -- September 1, 2006, Riva del Garda, Italy
Semi-supervised Segmentation Based on Non-local Continuous Min-Cut
SSVM '09 Proceedings of the Second International Conference on Scale Space and Variational Methods in Computer Vision
Agglomerative genetic algorithm for clustering in social networks
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
A latent topic model for linked documents
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Multiclass VisualRank: image ranking method in clustered subsets based on visual features
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Graph-Based Representations in Pattern Recognition and Computational Intelligence
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
Links Between Image Segmentation Based on Optimum-Path Forest and Minimum Cut in Graph
Journal of Mathematical Imaging and Vision
Unsupervised Evolutionary Segmentation Algorithm Based on Texture Analysis
Proceedings of the 2007 EvoWorkshops 2007 on EvoCoMnet, EvoFIN, EvoIASP,EvoINTERACTION, EvoMUSART, EvoSTOC and EvoTransLog: Applications of Evolutionary Computing
A new diffusion-based multilevel algorithm for computing graph partitions
Journal of Parallel and Distributed Computing
Distributed Localization of Modular Robot Ensembles
International Journal of Robotics Research
Probabilistic Models of Object Geometry with Application to Grasping
International Journal of Robotics Research
A Novel Pixon-Based Approach for Image Segmentation Using Wavelet Thresholding Method
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
Multiphase Segmentation Based on Implicit Active Shape Models
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
A spectral-based clustering algorithm for categorical data using data summaries
Proceedings of the 2nd Workshop on Data Mining using Matrices and Tensors
Language identification for handwritten document images using a shape codebook
Pattern Recognition
Incremental spectral clustering by efficiently updating the eigen-system
Pattern Recognition
Graph-based transductive learning for robust visual tracking
Pattern Recognition
Image matting based on local color discrimination by SVM
Pattern Recognition Letters
A framework for identifying textual redundancy
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
A Learning Algorithm for the Optimum-Path Forest Classifier
GbRPR '09 Proceedings of the 7th IAPR-TC-15 International Workshop on Graph-Based Representations in Pattern Recognition
Informative Laplacian Projection
SCIA '09 Proceedings of the 16th Scandinavian Conference on Image Analysis
Fast Spectral Clustering with Random Projection and Sampling
MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition
Unsupervised modeling of objects and their hierarchical contextual interactions
Journal on Image and Video Processing - Special issue on patches in vision
Unsupervised relation disambiguation with order identification capabilities
EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
Quantitative Assessment of Image Segmentation Quality by Random Walk Relaxation Times
Proceedings of the 31st DAGM Symposium on Pattern Recognition
Benchmarking Image Segmentation Algorithms
International Journal of Computer Vision
Foreground Focus: Unsupervised Learning from Partially Matching Images
International Journal of Computer Vision
Hierarchical Pairwise Segmentation Using Dominant Sets and Anisotropic Diffusion Kernels
EMMCVPR '09 Proceedings of the 7th International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Geometric Characterizations of Graphs Using Heat Kernel Embeddings
Proceedings of the 13th IMA International Conference on Mathematics of Surfaces XIII
Relaxed Transfer of Different Classes via Spectral Partition
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II
Efficient affinity-based edit propagation using K-D tree
ACM SIGGRAPH Asia 2009 papers
Color image segmentation using an enhanced Gradient Network Method
Pattern Recognition Letters
A hybrid of sequential rules and collaborative filtering for product recommendation
Information Sciences: an International Journal
Multiple agent event detection and representation in videos
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 1
Spectral clustering of biological sequence data
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2
Samuel meets Amarel: automating value function approximation using global state space analysis
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2
Query translation disambiguation as graph partitioning
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 3
Graph partitioning based on link distributions
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1
Clustering with local and global regularization
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1
Temporal and information flow based event detection from social text streams
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
UNDERTOW: multi-level segmentation of real-valued time series
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
Machine learning for automatic mapping of planetary surfaces
IAAI'07 Proceedings of the 19th national conference on Innovative applications of artificial intelligence - Volume 2
Clustering via random walk hitting time on directed graphs
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
Trace ratio criterion for feature selection
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
Grounded semantic composition for visual scenes
Journal of Artificial Intelligence Research
Local search for balanced submodular clusterings
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Co-localization from labeled and unlabeled data using graph Laplacian
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Expert Systems with Applications: An International Journal
Extracting key phrases to disambiguate personal name queries in web search
CLIIR '06 Proceedings of the Workshop on How Can Computational Linguistics Improve Information Retrieval?
Data clustering: principal components, Hopfield and self-aggregation networks
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Key frame vector and its application to shot retrieval
IMCE '09 Proceedings of the 1st international workshop on Interactive multimedia for consumer electronics
A new gaussian mixture conditional random field model for indoor image labeling
IMCE '09 Proceedings of the 1st international workshop on Interactive multimedia for consumer electronics
Tagging and retrieving images with co-occurrence models: from corel to flickr
LS-MMRM '09 Proceedings of the First ACM workshop on Large-scale multimedia retrieval and mining
On evolutionary spectral clustering
ACM Transactions on Knowledge Discovery from Data (TKDD)
Smart batch tagging of photo albums
MM '09 Proceedings of the 17th ACM international conference on Multimedia
On Discovering Community Trends in Social Networks
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Intelligent Video for Protecting Crowded Sports Venues
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
COMPSAC '09 Proceedings of the 2009 33rd Annual IEEE International Computer Software and Applications Conference - Volume 02
Kernel-based machine learning for fast text mining in R
Computational Statistics & Data Analysis
JustClick: personalized image recommendation via exploratory search from large-scale Flickr images
IEEE Transactions on Circuits and Systems for Video Technology
A novel approach to model generation for heterogeneous data classification
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
International Journal of Computer Vision
Word sense disambiguation with pictures
Artificial Intelligence - Special volume on connecting language to the world
Graph partitioning and disturbed diffusion
Parallel Computing
Proceedings of the 18th ACM conference on Information and knowledge management
Subspace maximum margin clustering
Proceedings of the 18th ACM conference on Information and knowledge management
Movie segmentation into scenes and chapters using locally weighted bag of visual words
Proceedings of the ACM International Conference on Image and Video Retrieval
Integrating visual and semantic contexts for topic network generation and word sense disambiguation
Proceedings of the ACM International Conference on Image and Video Retrieval
Jointly optimising relevance and diversity in image retrieval
Proceedings of the ACM International Conference on Image and Video Retrieval
Hierarchical shadow detection for color aerial images
Computer Vision and Image Understanding
Selective visual attention enables learning and recognition of multiple objects in cluttered scenes
Computer Vision and Image Understanding - Special issue: Attention and performance in computer vision
Potential collaboration discovery using document clustering and community structure detection
Proceedings of the 1st ACM international workshop on Complex networks meet information & knowledge management
Trust relationship prediction using online product review data
Proceedings of the 1st ACM international workshop on Complex networks meet information & knowledge management
Recognizing places using spectrally clustered local matches
Robotics and Autonomous Systems
Shape reasoning on mis-segmented and mis-labeled objects using approximated Fisher criterion
Computers and Graphics
Scene detection in videos using shot clustering and sequence alignment
IEEE Transactions on Multimedia
Segmentation-driven image fusion based on alpha-stable modeling of wavelet coefficients
IEEE Transactions on Multimedia
Dynamic network data exploration through semi-supervised functional embedding
Proceedings of the 17th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
Synergistic arc-weight estimation for interactive image segmentation using graphs
Computer Vision and Image Understanding
An effective solution for community identification
Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, Culture and Human
Unsupervised active learning based on hierarchical graph-theoretic clustering
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Correspondence propagation with weak priors
IEEE Transactions on Image Processing
Image segmentation using information bottleneck method
IEEE Transactions on Image Processing
Color texture segmentation based on the modal energy of deformable surfaces
IEEE Transactions on Image Processing
Hierarchical multiple Markov chain model for unsupervised texture segmentation
IEEE Transactions on Image Processing
An edge-weighted centroidal Voronoi tessellation model for image segmentation
IEEE Transactions on Image Processing
Image segmentation based on GrabCut framework integrating multiscale nonlinear structure tensor
IEEE Transactions on Image Processing
CoCRF deformable model: a geometric model driven by collaborative conditional random fields
IEEE Transactions on Image Processing
Maximum margin clustering made practical
IEEE Transactions on Neural Networks
The global kernel k-means algorithm for clustering in feature space
IEEE Transactions on Neural Networks
Semi-automatically labeling objects in images
IEEE Transactions on Image Processing
Multiple view semi-supervised dimensionality reduction
Pattern Recognition
Locality preserving nonnegative matrix factorization
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Local learning regularized nonnegative matrix factorization
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Knowledge transfer on hybrid graph
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Using graph partitioning to discover regions of correlated spatio-temporal change in evolving graphs
Intelligent Data Analysis
A new pyramid-based color image representation for visual localization
Image and Vision Computing
Drawing graphs by eigenvectors: theory and practice
Computers & Mathematics with Applications
ACM SIGGRAPH ASIA 2009 Courses
SPARCL: an effective and efficient algorithm for mining arbitrary shape-based clusters
Knowledge and Information Systems
Image-based lightweight tree modeling
Proceedings of the 8th International Conference on Virtual Reality Continuum and its Applications in Industry
Hypergraph Cuts & Unsupervised Representation for Image Segmentation
Fundamenta Informaticae
Automatic fruit and vegetable classification from images
Computers and Electronics in Agriculture
Graph clustering based on structural/attribute similarities
Proceedings of the VLDB Endowment
Evolutionary image segmentation based on multiobjective clustering
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Mine the easy, classify the hard: a semi-supervised approach to automatic sentiment classification
ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 2 - Volume 2
Projective Nonnegative Matrix Factorization with α -Divergence
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I
Cell Segmentation Using Front Vector Flow Guided Active Contours
MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part II
MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part II
A Subword Normalized Cut Approach to Automatic Story Segmentation of Chinese Broadcast News
AIRS '09 Proceedings of the 5th Asia Information Retrieval Symposium on Information Retrieval Technology
A Clustering Framework Based on Adaptive Space Mapping and Rescaling
AIRS '09 Proceedings of the 5th Asia Information Retrieval Symposium on Information Retrieval Technology
MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part I
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
Identifying Customer Profiles in Power Load Time Series Using Spectral Clustering
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
Analysis of Non Local Image Denoising Methods
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Key Point Based Data Analysis Technique
ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
A General Bayesian Markov Random Field Model for Probabilistic Image Segmentation
IWCIA '09 Proceedings of the 13th International Workshop on Combinatorial Image Analysis
A Novel Path-Based Clustering Algorithm Using Multi-dimensional Scaling
AI '09 Proceedings of the 22nd Australasian Joint Conference on Advances in Artificial Intelligence
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part I
Graph Cut Based Point-Cloud Segmentation for Polygonal Reconstruction
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part II
Distance Learning Based on Convex Clustering
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part II
Hybrid Framework to Image Segmentation
ICONIP '09 Proceedings of the 16th International Conference on Neural Information Processing: Part II
Kernel Approaches to Unsupervised and Supervised Machine Learning
PCM '09 Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Digital Image Splicing Using Edges
PCM '09 Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Crowd Flow Segmentation Using a Novel Region Growing Scheme
PCM '09 Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Normalized Cut Based Coherence Measure Construction for Scene Segmentation
PCM '09 Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Evaluation of Segmentation Techniques Using Region Size and Boundary Information
PReMI '09 Proceedings of the 3rd International Conference on Pattern Recognition and Machine Intelligence
A Novel Multimodality Image Fusion Method Using Region Consistency Rule
PReMI '09 Proceedings of the 3rd International Conference on Pattern Recognition and Machine Intelligence
Finding rows of people in group images
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Local-driven semi-supervised learning with multi-label
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Making sense of meaning: leveraging social processes to understand media semantics
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 2 - Volume 2
Balls hierarchy: image segmentation by graph spanner
ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
An information-theoretic framework to aggregate a Markov chain
ACC'09 Proceedings of the 2009 conference on American Control Conference
Spectral clustering for feature-based metric maps partitioning in a hybrid mapping framework
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
Topological modeling and classification in home environment using sonar gridmap
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
A regularized formulation for spectral clustering with pairwise constraints
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Eigenvalue bounds, spectral partitioning, and metrical deformations via flows
Journal of the ACM (JACM)
Detecting the fuzzy clusters of complex networks
Pattern Recognition
Exploit camera metadata for enhancing interesting region detection and photo retrieval
Multimedia Tools and Applications
An autonomy-oriented computing approach to community mining in distributed and dynamic networks
Autonomous Agents and Multi-Agent Systems
A shadow elimination method for vehicle analysis based on random walk
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Spatially Varying Mixtures Incorporating Line Processes for Image Segmentation
Journal of Mathematical Imaging and Vision
Exploratory Consensus of Hierarchical Clusterings for Melanoma and Breast Cancer
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
From documents to tasks: deriving user tasks from document usage patterns
Proceedings of the 15th international conference on Intelligent user interfaces
Taxonomy of directing semantics for film shot classification
IEEE Transactions on Circuits and Systems for Video Technology
Digital Image Processing in Remote Sensing
SIBGRAPI-TUTORIALS '09 Proceedings of the 2009 Tutorials of the XXII Brazilian Symposium on Computer Graphics and Image Processing
ACM Transactions on Graphics (TOG)
Spectral conformal parameterization
SGP '08 Proceedings of the Symposium on Geometry Processing
Knowledge Based Image Annotation Refinement
Journal of Signal Processing Systems
3D building reconstruction from LiDAR data
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Violent web images classification based on MPEG7 color descriptors
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
A novel region based image fusion method using highboost filtering
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Detecting pedestrians at very small scales
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Active segmentation for robotics
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
incremental topological modeling using sonar gridmap in home environment
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Normalized graph cuts for visual SLAM
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Vision-guided Robot System for Picking Objects by Casting Shadows
International Journal of Robotics Research
Textural image segmentation using discrete cosine transform
CIT'09 Proceedings of the 3rd International Conference on Communications and information technology
Interactive image segmentation using probabilistic hypergraphs
Pattern Recognition
Fuzzy clustering with weighted medoids for relational data
Pattern Recognition
A three-level clustering algorithm for color texture segmentation
Proceedings of the International Conference and Workshop on Emerging Trends in Technology
Semi-supervised statistical region refinement for color image segmentation
Pattern Recognition
A graph-spectral method for surface height recovery
Pattern Recognition
Learning Articulated Structure and Motion
International Journal of Computer Vision
Unbalanced region matching based on two-level description for image retrieval
Pattern Recognition Letters
Maximum within-cluster association
Pattern Recognition Letters
Learning natural scene categories by selective multi-scale feature extraction
Image and Vision Computing
Data clustering: 50 years beyond K-means
Pattern Recognition Letters
Classification Using Geometric Level Sets
The Journal of Machine Learning Research
Pairwise data clustering and applications
COCOON'03 Proceedings of the 9th annual international conference on Computing and combinatorics
COCOON'03 Proceedings of the 9th annual international conference on Computing and combinatorics
GbRPR'03 Proceedings of the 4th IAPR international conference on Graph based representations in pattern recognition
Relevance feedback using adaptive clustering for region based image similarity retrieval
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
Spectral structuring of home videos
CIVR'03 Proceedings of the 2nd international conference on Image and video retrieval
Gait shape estimation for identification
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Content-based image and video indexing and retrieval
Proceedings of the 2005 joint Chinese-German conference on Cognitive systems
Fast large-scale spectral clustering by sequential shrinkage optimization
ECIR'07 Proceedings of the 29th European conference on IR research
Clustering ensembles based on normalized edges
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Corpus callosum MR image classification
Knowledge-Based Systems
An efficient probabilistic approach to network community mining
RSKT'07 Proceedings of the 2nd international conference on Rough sets and knowledge technology
Image segmentation with context
SCIA'07 Proceedings of the 15th Scandinavian conference on Image analysis
SCIA'07 Proceedings of the 15th Scandinavian conference on Image analysis
Identification and evaluation of functional modules in gene co-expression networks
RECOMB'06 Proceedings of the joint 2006 satellite conference on Systems biology and computational proteomics
Graph-based multilevel temporal segmentation of scripted content videos
GbRPR'07 Proceedings of the 6th IAPR-TC-15 international conference on Graph-based representations in pattern recognition
Graph spectral image smoothing
GbRPR'07 Proceedings of the 6th IAPR-TC-15 international conference on Graph-based representations in pattern recognition
Assessing the performance of a graph-based clustering algorithm
GbRPR'07 Proceedings of the 6th IAPR-TC-15 international conference on Graph-based representations in pattern recognition
Grouping using factor graphs: an approach for finding text with a camera phone
GbRPR'07 Proceedings of the 6th IAPR-TC-15 international conference on Graph-based representations in pattern recognition
Learning best features and deformation statistics for hierarchical registration of MR brain images
IPMI'07 Proceedings of the 20th international conference on Information processing in medical imaging
Segmentation of distinct homogeneous color regions in images
CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns
Nonlinear approximation of spatiotemporal data using diffusion wavelets
CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns
SVM-based active feedback in image retrieval using clustering and unlabeled data
CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns
Membership embedding space approach and spectral clustering
KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part III
Linear time maximum margin clustering
IEEE Transactions on Neural Networks
Actively predicting diverse search intent from user browsing behaviors
Proceedings of the 19th international conference on World wide web
Empirical comparison of algorithms for network community detection
Proceedings of the 19th international conference on World wide web
Science of Computer Programming
On-line evolving image classifiers and their application to surface inspection
Image and Vision Computing
Volumetric Features for Video Event Detection
International Journal of Computer Vision
A multiple instance learning based framework for semantic image segmentation
Multimedia Tools and Applications
International Journal of Computer Vision
Neighborhood linear embedding for intrinsic structure discovery
Machine Vision and Applications
On the isoperimetric spectrum of graphs and its approximations
Journal of Combinatorial Theory Series B
Detecting and segmenting un-occluded items by actively casting shadows
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part I
Efficient graph cuts for multiclass interactive image segmentation
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Unsupervised identification of multiple objects of interest from multiple images: dISCOVER
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Image and video matting with membership propagation
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Efficiently solving the fractional trust region problem
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Color-texture image segmentation by combining region and photometric invariant edge information
MCAM'07 Proceedings of the 2007 international conference on Multimedia content analysis and mining
Unsupervised multiple object segmentation of multiview images
ACIVS'07 Proceedings of the 9th international conference on Advanced concepts for intelligent vision systems
WAW'07 Proceedings of the 5th international conference on Algorithms and models for the web-graph
RepFinder: finding approximately repeated scene elements for image editing
ACM SIGGRAPH 2010 papers
Symmetry factored embedding and distance
ACM SIGGRAPH 2010 papers
An effective multi-level algorithm based on simulated annealing for bisecting graph
EMMCVPR'07 Proceedings of the 6th international conference on Energy minimization methods in computer vision and pattern recognition
Stopping region-based image segmentation at meaningful partitions
SAMT'07 Proceedings of the semantic and digital media technologies 2nd international conference on Semantic Multimedia
Hierarchical long-term learning for automatic image annotation
SAMT'07 Proceedings of the semantic and digital media technologies 2nd international conference on Semantic Multimedia
Video summarisation for surveillance and news domain
SAMT'07 Proceedings of the semantic and digital media technologies 2nd international conference on Semantic Multimedia
Markov random fields and spatial information to improve automatic image annotation
PSIVT'07 Proceedings of the 2nd Pacific Rim conference on Advances in image and video technology
Automatic image annotation using a semi-supervised ensemble of classifiers
CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
Collaterally cued labelling framework underpinning semantic-level visual content descriptor
VISUAL'07 Proceedings of the 9th international conference on Advances in visual information systems
Robust spectral 3D-bodypart segmentation along time
Proceedings of the 2nd conference on Human motion: understanding, modeling, capture and animation
Application of fusion-fission to the multi-way graph partitioning problem
PPAM'07 Proceedings of the 7th international conference on Parallel processing and applied mathematics
Term weighting evaluation in bipartite partitioning for text clustering
AIRS'08 Proceedings of the 4th Asia information retrieval conference on Information retrieval technology
Image databases browsing by unsupervised learning
ISMIS'08 Proceedings of the 17th international conference on Foundations of intelligent systems
Identification of MCMC samples for clustering
LKR'08 Proceedings of the 3rd international conference on Large-scale knowledge resources: construction and application
A discrete approach for supervised pattern recognition
IWCIA'08 Proceedings of the 12th international conference on Combinatorial image analysis
Labeling irregular graphs with belief propagation
IWCIA'08 Proceedings of the 12th international conference on Combinatorial image analysis
A Bayesian framework for community detection integrating content and link
UAI '09 Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence
CTSC: core-tag oriented spectral clustering algorithm on web2.0 tags
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Multiscale spectral clustering using random walk based similarity measure
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Context based object categorization: A critical survey
Computer Vision and Image Understanding
Color image segmentation based on the normal distribution and the dynamic thresholding
ICCSA'07 Proceedings of the 2007 international conference on Computational science and its applications - Volume Part I
CompostBin: a DNA composition-based algorithm for binning environmental shotgun reads
RECOMB'08 Proceedings of the 12th annual international conference on Research in computational molecular biology
Technical Section: Fiedler trees for multiscale surface analysis
Computers and Graphics
Spectral methods for matrices and tensors
Proceedings of the forty-second ACM symposium on Theory of computing
Generalizing edge detection to contour detection for image segmentation
Computer Vision and Image Understanding
A fuzzy bi-clustering approach to correlate web users and pages
International Journal of Knowledge and Web Intelligence
A local quantitative measure for community detection in networks
International Journal of Intelligent Engineering Informatics
Consensus clustering using spectral theory
ICONIP'08 Proceedings of the 15th international conference on Advances in neuro-information processing - Volume Part I
New clustering algorithms for the support vector machine based hierarchical classification
Pattern Recognition Letters
Dual-ranking for web image retrieval
Proceedings of the ACM International Conference on Image and Video Retrieval
Weighting visual features with pseudo relevance feedback for CBIR
Proceedings of the ACM International Conference on Image and Video Retrieval
Revealing social networks of spammers through spectral clustering
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
Automatic discovery of image families: global vs. local features
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
A spectral method for context based disambiguation of image annotations
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Concept model-based unsupervised web image re-ranking
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Gabor-based texture classification through efficient prototype selection VIA normalized cut
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Modified GrabCut for unsupervised object segmentation
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Enhanced model selection for motion segmentation
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Learning with l1-graph for image analysis
IEEE Transactions on Image Processing
Patch-based background initialization in heavily cluttered video
IEEE Transactions on Image Processing
Unsupervised multiphase segmentation: a phase balancing model
IEEE Transactions on Image Processing
Unsupervised multiphase segmentation: a phase balancing model
IEEE Transactions on Image Processing
Ethnicity- and Gender-based Subject Retrieval Using 3-D Face-Recognition Techniques
International Journal of Computer Vision
Object Recognition in 3D Point Clouds Using Web Data and Domain Adaptation
International Journal of Robotics Research
An improved interactive color image segmentation using region-based graph cuts
Machine Graphics & Vision International Journal
A label field fusion Bayesian model and its penalized maximum rand estimator for image segmentation
IEEE Transactions on Image Processing
Network community discovery: solving modularity clustering via normalized cut
Proceedings of the Eighth Workshop on Mining and Learning with Graphs
Baselines for Image Annotation
International Journal of Computer Vision
Linear and nonlinear projective nonnegative matrix factorization
IEEE Transactions on Neural Networks
Self-taught hashing for fast similarity search
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Towards subjectifying text clustering
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Unsupervised feature selection for multi-cluster data
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Flexible constrained spectral clustering
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
On community outliers and their efficient detection in information networks
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Community-based greedy algorithm for mining top-K influential nodes in mobile social networks
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
ACM SIGGRAPH 2010 Courses
Clustering with feature order preferences
Intelligent Data Analysis - Artificial Intelligence
A framework for perceptual image analysis
Asilomar'09 Proceedings of the 43rd Asilomar conference on Signals, systems and computers
Impact of object extraction methods on classification performance in surface inspection systems
Machine Vision and Applications - Integrated Imaging and Vision Techniques for Industrial Inspection
Mining near-duplicate graph for cluster-based reranking of web video search results
ACM Transactions on Information Systems (TOIS)
Registering a multisensor ensemble of images
IEEE Transactions on Image Processing
A graph-based method for detecting characteristic phenotypes from biomedical images
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
Semi-supervised prostate cancer segmentation with multispectral MRI
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
Statistically optimal graph partition method based on modularity
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
Image segmentation algorithms based on the machine learning of features
Pattern Recognition Letters
Enabling scalable spectral clustering for image segmentation
Pattern Recognition
An agglomerative segmentation framework for non-convex regions within uterine cervix images
Image and Vision Computing
Multilevel image segmentation with adaptive image context based thresholding
Applied Soft Computing
Data clustering with size constraints
Knowledge-Based Systems
Visual information in semantic representation
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Extracting phrase patterns with minimum redundancy for unsupervised speaker role classification
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Picture detection in document page images
Proceedings of the 10th ACM symposium on Document engineering
A Very Fast Method for Clustering Big Text Datasets
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Multilevel space-time aggregation for bright field cell microscopy segmentation and tracking
Journal of Biomedical Imaging - Special issue on mathematical methods for images and surfaces
An efficient, chromatic clustering-based background model for embedded vision platforms
Computer Vision and Image Understanding
Image clustering using local discriminant models and global integration
IEEE Transactions on Image Processing - Special section on distributed camera networks: sensing, processing, communication, and implementation
Image segmentation by MAP-ML estimations
IEEE Transactions on Image Processing
A Bayesian framework for image segmentation with spatially varying mixtures
IEEE Transactions on Image Processing
User-friendly interactive image segmentation through unified combinatorial user inputs
IEEE Transactions on Image Processing
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
An object-based visual attention model for robotic applications
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Graph-based clustering for computational linguistics: a survey
TextGraphs-5 Proceedings of the 2010 Workshop on Graph-based Methods for Natural Language Processing
TextGraphs-5 Proceedings of the 2010 Workshop on Graph-based Methods for Natural Language Processing
Exploiting conversation structure in unsupervised topic segmentation for emails
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
SHRINK: a structural clustering algorithm for detecting hierarchical communities in networks
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Maximum normalized spacing for efficient visual clustering
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
A topical link model for community discovery in textual interaction graph
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Enhanced Local Subspace Affinity for feature-based motion segmentation
Pattern Recognition
Approximate pairwise clustering for large data sets via sampling plus extension
Pattern Recognition
A spectral approach to clustering numerical vectors as nodes in a network
Pattern Recognition
Boosting image object retrieval and indexing by automatically discovered pseudo-objects
Journal of Visual Communication and Image Representation
End-to-end coreference resolution via hypergraph partitioning
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Unified tag analysis with multi-edge graph
Proceedings of the international conference on Multimedia
Image segmentation with patch-pair density priors
Proceedings of the international conference on Multimedia
W2Go: a travel guidance system by automatic landmark ranking
Proceedings of the international conference on Multimedia
Unsupervised object category discovery via information bottleneck method
Proceedings of the international conference on Multimedia
Fuzzy algorithm based on diffusion maps for network partition
ICIC'10 Proceedings of the Advanced intelligent computing theories and applications, and 6th international conference on Intelligent computing
Discovering community-oriented roles of nodes in a social network
DaWaK'10 Proceedings of the 12th international conference on Data warehousing and knowledge discovery
PRICAI'10 Proceedings of the 11th Pacific Rim international conference on Trends in artificial intelligence
PCM'10 Proceedings of the 11th Pacific Rim conference on Advances in multimedia information processing: Part I
Constructing and mapping fuzzy thematic clusters to higher ranks in a taxonomy
KSEM'10 Proceedings of the 4th international conference on Knowledge science, engineering and management
From region based image representation to object discovery and recognition
SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
A game theoretic approach to learning shape categories and contextual similarities
SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
Guided informative image partitioning
SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
Non-parametric mixture models for clustering
SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
Contour grouping by clustering with multi-feature similarity measure
SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
DEXA'10 Proceedings of the 21st international conference on Database and expert systems applications: Part II
Transductive learning from textual data with relevant example selection
DEXA'10 Proceedings of the 21st international conference on Database and expert systems applications: Part II
PRIB'10 Proceedings of the 5th IAPR international conference on Pattern recognition in bioinformatics
Shape from second-bounce of light transport
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Simultaneous segmentation and figure/ground organization using angular embedding
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
A data-driven approach for event prediction
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
What, where and how many? combining object detectors and CRFs
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
Finding semantic structures in image hierarchies using Laplacian graph energy
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
Superpixels and supervoxels in an energy optimization framework
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Graph cut based inference with co-occurrence statistics
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Object segmentation by long term analysis of point trajectories
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Discriminative mixture-of-templates for viewpoint classification
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Category independent object proposals
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Supervised and unsupervised clustering with probabilistic shift
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Image segmentation with topic random field
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Constrained spectral clustering via exhaustive and efficient constraint propagation
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI
Clustering complex data with group-dependent feature selection
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI
Euclidean distances, soft and spectral clustering on weighted graphs
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part I
Improved MinMax cut graph clustering with nonnegative relaxation
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part II
Segmentation for SAR image based on a new spectral clustering algorithm
LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and simulation and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part III
Submodular fractional programming for balanced clustering
Pattern Recognition Letters
Using local density information to improve IB algorithms
Pattern Recognition Letters
Local density adaptive similarity measurement for spectral clustering
Pattern Recognition Letters
A de-texturing and spatially constrained K-means approach for image segmentation
Pattern Recognition Letters
A color- and texture-based image segmentation algorithm
Machine Graphics & Vision International Journal
Video scene detection using graph-based representations
Image Communication
Non-local spatial spectral clustering for image segmentation
Neurocomputing
A novel approach to FRUC using discriminant saliency and frame segmentation
IEEE Transactions on Image Processing
Turbopixel segmentation using Eigen-images
IEEE Transactions on Image Processing
Coclustering for cross-subject fiber tract analysis through diffusion tensor imaging
IEEE Transactions on Information Technology in Biomedicine - Special section on affective and pervasive computing for healthcare
Clustered Nyström method for large scale manifold learning and dimension reduction
IEEE Transactions on Neural Networks
Is bottom-up attention useful for object recognition?
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Faster graph-theoretic image processing via small-world and quadtree topologies
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Robust subspace clustering by combined use of kNND metric and SVD algorithm
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Multigrid and multi-level Swendsen-Wang cuts for hierarchic graph partition
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Detecting unusual activity in video
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Unsupervised learning of image manifolds by semidefinite programming
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Multiple Bernoulli relevance models for image and video annotation
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
A fuzzy prediction model for calling communities
International Journal of Networking and Virtual Organisations
A metaheuristic based on fusion and fission for partitioning problems
IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
Fast superpixels for video analysis
WMVC'09 Proceedings of the 2009 international conference on Motion and video computing
Motion segmentation using the hadamard product and spectral clustering
WMVC'09 Proceedings of the 2009 international conference on Motion and video computing
Color image segmentation using pixel wise support vector machine classification
Pattern Recognition
Scalable discovery of best clusters on large graphs
Proceedings of the VLDB Endowment
Clustering Large Attributed Graphs: A Balance between Structural and Attribute Similarities
ACM Transactions on Knowledge Discovery from Data (TKDD)
Camera response functions for image forensics: an automatic algorithm for splicing detection
IEEE Transactions on Information Forensics and Security
Normalized Cuts Revisited: A Reformulation for Segmentation with Linear Grouping Constraints
Journal of Mathematical Imaging and Vision
Bottom-up segmentation for ghost-free reconstruction of a dynamic scene from multi-exposure images
Proceedings of the Seventh Indian Conference on Computer Vision, Graphics and Image Processing
An efficient color image segmentation algorithm using hybrid approaches
Proceedings of the Seventh Indian Conference on Computer Vision, Graphics and Image Processing
Unsupervised facade segmentation using repetitive patterns
Proceedings of the 32nd DAGM conference on Pattern recognition
Comparative analysis for k-means algorithms in network community detection
ISICA'10 Proceedings of the 5th international conference on Advances in computation and intelligence
Applying an artificial neural network to building reconstruction
ISICA'10 Proceedings of the 5th international conference on Advances in computation and intelligence
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part III
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part III
Articulation-invariant representation of non-planar shapes
ECCV'10 Proceedings of the 11th European conference on computer vision conference on Computer vision: Part III
Beta-measure for probabilistic segmentation
MICAI'10 Proceedings of the 9th Mexican international conference on Advances in artificial intelligence: Part I
Network analysis of the French environmental code
AICOL-I/IVR-XXIV'09 Proceedings of the 2009 international conference on AI approaches to the complexity of legal systems: complex systems, the semantic web, ontologies, argumentation, and dialogue
Segmentation subject to stitching constraints: finding many small structures in a large image
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part I
Cortical sulcal bank segmentation via geometric similarity based graph partition
MIAR'10 Proceedings of the 5th international conference on Medical imaging and augmented reality
Spectral aggregation based on iterative graph cut for sonographic breast image segmentation
MIAR'10 Proceedings of the 5th international conference on Medical imaging and augmented reality
Hierarchical fiber clustering based on multi-scale neuroanatomical features
MIAR'10 Proceedings of the 5th international conference on Medical imaging and augmented reality
A neighborhood density estimation clustering algorithm based on minimum spanning tree
RSKT'10 Proceedings of the 5th international conference on Rough set and knowledge technology
State-space dynamics distance for clustering sequential data
Pattern Recognition
Orchive: digitizing and analyzing orca vocalizations
Large Scale Semantic Access to Content (Text, Image, Video, and Sound)
Similarity beyond distance measurement
Large Scale Semantic Access to Content (Text, Image, Video, and Sound)
Error-correcting output hashing in fast similarity search
ICIMCS '10 Proceedings of the Second International Conference on Internet Multimedia Computing and Service
Integrating bilingual searches for junk image filtering
ICIMCS '10 Proceedings of the Second International Conference on Internet Multimedia Computing and Service
Multimedia news exploration and retrieval by integrating keywords, relations and visual features
Multimedia Tools and Applications
Recovering Occlusion Boundaries from an Image
International Journal of Computer Vision
A mobile-oriented hand segmentation algorithm based on fuzzy multiscale aggregation
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part I
Mitosis extraction in breast-cancer histopathological whole slide images
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part I
Universal seed skin segmentation
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part II
CT image segmentation using structural analysis
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part III
Detection of anomalous insiders in collaborative environments via relational analysis of access logs
Proceedings of the first ACM conference on Data and application security and privacy
Learning spatio-temporal dependency of local patches for complex motion segmentation
Computer Vision and Image Understanding
Alpha Markov Measure Field model for probabilistic image segmentation
Theoretical Computer Science
Hierarchical topic-based communities construction for authors in a literature database
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part II
Which clustering do you want? inducing your ideal clustering with minimal feedback
Journal of Artificial Intelligence Research
Image segmentation using quadtree-based similarity graph and normalized cut
CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications
Generative group activity analysis with quaternion descriptor
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part II
Automatically finding clusters in normalized cuts
Pattern Recognition
Penalized cluster analysis with applications to family data
Computational Statistics & Data Analysis
Symmetrizations for clustering directed graphs
Proceedings of the 14th International Conference on Extending Database Technology
PAC-Bayesian Analysis of Co-clustering and Beyond
The Journal of Machine Learning Research
Logistic Stick-Breaking Process
The Journal of Machine Learning Research
Enhanced clustering of biomedical documents using ensemble non-negative matrix factorization
Information Sciences: an International Journal
Soft spectral clustering ensemble applied to image segmentation
Frontiers of Computer Science in China
Feature-based tracking approach for detection of moving vehicle in traffic videos
Proceedings of the First International Conference on Intelligent Interactive Technologies and Multimedia
Image segmentation via coherent clustering in L*a*b* color space
Pattern Recognition Letters
Spectral clustering with more than K eigenvectors
Neurocomputing
Neurocomputing
The application of vision algorithms to visual effects production
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part I
Simultaneous multi-object segmentation using local robust statistics and contour interaction
MCV'10 Proceedings of the 2010 international MICCAI conference on Medical computer vision: recognition techniques and applications in medical imaging
Improving text segmentation with non-systematic semantic relation
CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part I
Clustering appearances of objects under varying illumination conditions
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
A new graph-theoretic approach to clustering and segmentation
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Segmentation via ncuts and lossy minimum description length: a unified approach
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part III
Towards hypothesis testing and lossy minimum description length: a unified segmentation framework
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part III
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV
A relational vector space model using an advanced weighting scheme for image retrieval
Information Processing and Management: an International Journal
Engineering Applications of Artificial Intelligence
Graph partition and identification of cluster number in data analysis
Proceedings of the 5th International Conference on Ubiquitous Information Management and Communication
Spectral clustering with density sensitive similarity function
Knowledge-Based Systems
An energy-based model for region-labeling
Computer Vision and Image Understanding
ICECS'05 Proceedings of the 4th WSEAS international conference on Electronics, control and signal processing
Vision of the unseen: Current trends and challenges in digital image and video forensics
ACM Computing Surveys (CSUR)
Extraction of road network from high resolution satellite images using ANN
Proceedings of the International Conference & Workshop on Emerging Trends in Technology
Region-based annotation of digital photographs
CCIW'11 Proceedings of the Third international conference on Computational color imaging
Multiscale 3D shape analysis using spherical wavelets
MICCAI'05 Proceedings of the 8th international conference on Medical image computing and computer-assisted intervention - Volume Part II
Spectral clustering algorithms for ultrasound image segmentation
MICCAI'05 Proceedings of the 8th international conference on Medical image computing and computer-assisted intervention - Volume Part II
Feature level analysis for 3D facial expression recognition
Neurocomputing
Learning low-rank kernel matrices for constrained clustering
Neurocomputing
Bagging-based spectral clustering ensemble selection
Pattern Recognition Letters
Minimum spanning tree based split-and-merge: A hierarchical clustering method
Information Sciences: an International Journal
Local graph sparsification for scalable clustering
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
Surface material segmentation using polarisation
MCPR'10 Proceedings of the 2nd Mexican conference on Pattern recognition: Advances in pattern recognition
Integrating Document Clustering and Multidocument Summarization
ACM Transactions on Knowledge Discovery from Data (TKDD)
Community Discovery via Metagraph Factorization
ACM Transactions on Knowledge Discovery from Data (TKDD)
Satellite image segmentation with Shadowed C-Means
Information Sciences: an International Journal
Interactive segmentation of non-star-shaped contours by dynamic programming
Pattern Recognition
Unsupervised texture-based image segmentation through pattern discovery
Computer Vision and Image Understanding
Detecting anomalies in people's trajectories using spectral graph analysis
Computer Vision and Image Understanding
Fast density-weighted low-rank approximation spectral clustering
Data Mining and Knowledge Discovery
Role discovery for graph clustering
APWeb'11 Proceedings of the 13th Asia-Pacific web conference on Web technologies and applications
Beyond classical consensus clustering: The least squares approach to multiple solutions
Pattern Recognition Letters
Community detection for hierarchical image segmentation
IWCIA'11 Proceedings of the 14th international conference on Combinatorial image analysis
Generalized hard constraints for graph segmentation
SCIA'11 Proceedings of the 17th Scandinavian conference on Image analysis
Interactive image segmentation using level sets and Dempster-Shafer theory of evidence
SCIA'11 Proceedings of the 17th Scandinavian conference on Image analysis
Composite hashing with multiple information sources
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Mining topics on participations for community discovery
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Document clustering with universum
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Identifying points of interest by self-tuning clustering
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Self-adjust local connectivity analysis for spectral clustering
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I
Nonlinear discriminative embedding for clustering via spectral regularization
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I
A normalized-cut alignment model for mapping hierarchical semantic structures onto spoken documents
CoNLL '11 Proceedings of the Fifteenth Conference on Computational Natural Language Learning
Approximate kernel k-means: solution to large scale kernel clustering
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Discovering shakers from evolving entities via cascading graph inference
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
A region segmentation method for colonoscopy images using a model of polyp appearance
IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis
Natural material segmentation and classification using polarisation
IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis
Hierarchical segmentation of multiresolution remote sensing images
ISMM'11 Proceedings of the 10th international conference on Mathematical morphology and its applications to image and signal processing
Joint shape segmentation with linear programming
Proceedings of the 2011 SIGGRAPH Asia Conference
Modeling and generating moving trees from video
Proceedings of the 2011 SIGGRAPH Asia Conference
A unique property of single-link distance and its application in data clustering
Data & Knowledge Engineering
Image region segmentation based on color coherence quantization
IEA/AIE'11 Proceedings of the 24th international conference on Industrial engineering and other applications of applied intelligent systems conference on Modern approaches in applied intelligence - Volume Part I
Normalized cut based edge detection
MCPR'11 Proceedings of the Third Mexican conference on Pattern recognition
Community detection in sample networks generated from Gaussian mixture model
ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part II
Spectral clustering as an automated SOM segmentation tool
WSOM'11 Proceedings of the 8th international conference on Advances in self-organizing maps
PReMI'11 Proceedings of the 4th international conference on Pattern recognition and machine intelligence
Dominant sets based movie scene detection
Signal Processing
Data driven bandwidth for medoid shift algorithm
ICCSA'11 Proceedings of the 2011 international conference on Computational science and its applications - Volume Part II
Clustering for semi-supervised spam filtering
Proceedings of the 8th Annual Collaboration, Electronic messaging, Anti-Abuse and Spam Conference
Locally discriminative topic modeling
Pattern Recognition
A review on automatic image annotation techniques
Pattern Recognition
SpectralCAT: Categorical spectral clustering of numerical and nominal data
Pattern Recognition
Multi-task clustering via domain adaptation
Pattern Recognition
Fast affinity propagation clustering: A multilevel approach
Pattern Recognition
Artificial Intelligence in Medicine
Detachable object detection with efficient model selection
EMMCVPR'11 Proceedings of the 8th international conference on Energy minimization methods in computer vision and pattern recognition
Analysis and modeling of social influence in high performance computing workloads
Euro-Par'11 Proceedings of the 17th international conference on Parallel processing - Volume Part I
Is there a best quality metric for graph clusters?
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part I
Eigenvector sensitive feature selection for spectral clustering
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part II
Multi-subspace representation and discovery
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part II
A new anticorrelation-based spectral clustering formulation
ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
Evaluation of image segmentation algorithms from the perspective of salient region detection
ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
An improved spectral clustering algorithm based on random walk
Frontiers of Computer Science in China
Modeling and Recognition of Landmark Image Collections Using Iconic Scene Graphs
International Journal of Computer Vision
Categorization of wikipedia articles with spectral clustering
IDEAL'11 Proceedings of the 12th international conference on Intelligent data engineering and automated learning
SCENT: Scalable compressed monitoring of evolving multirelational social networks
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) - Special section on ACM multimedia 2010 best paper candidates, and issue on social media
Spectral clustering with fuzzy similarity measure
Digital Signal Processing
Improving document clustering using Okapi BM25 feature weighting
Information Retrieval
Spectral clustering of ROIs for object discovery
DAGM'11 Proceedings of the 33rd international conference on Pattern recognition
Unsupervised video surveillance
ACCV'10 Proceedings of the 2010 international conference on Computer vision - Volume Part I
Sparse motion segmentation using multiple six-point consistencies
ACCV'10 Proceedings of the 2010 international conference on Computer vision - Volume Part I
Image segmentation using normalized cuts and efficient graph-based segmentation
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing - Volume Part II
Character segmentation for license plate recognition by K-means algorithm
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing - Volume Part II
A general system for automatic biomedical image segmentation using intensity neighborhoods
Journal of Biomedical Imaging
Automatic segmentation of dermoscopic images by iterative classification
Journal of Biomedical Imaging - Special issue on Machine Learning in Medical Imaging
Multiple instance learning with missing object tags
Proceedings of the Third International Conference on Internet Multimedia Computing and Service
Image analysis with nonlinear adaptive dimension reduction
Proceedings of the Third International Conference on Internet Multimedia Computing and Service
A mutual information based face clustering algorithm for movie content analysis
Image and Vision Computing
Evolving content-driven superpixels for accurate image representation
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part I
Embedding Gestalt laws on conditional random field for image segmentation
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part I
Scene understanding through autonomous interactive perception
ICVS'11 Proceedings of the 8th international conference on Computer vision systems
Granulation-based symbolic representation of time series and semi-supervised classification
Computers & Mathematics with Applications
Contour analysis-based matching of ground objects in aerial images
Journal of Computer and Systems Sciences International
A parameter-free method for discovering generalized clusters in a network
DS'11 Proceedings of the 14th international conference on Discovery science
Roughness approach to color image segmentation through smoothing local difference
RSKT'11 Proceedings of the 6th international conference on Rough sets and knowledge technology
RSKT'11 Proceedings of the 6th international conference on Rough sets and knowledge technology
Peer effects and stability in matching markets
SAGT'11 Proceedings of the 4th international conference on Algorithmic game theory
Thematic fuzzy clusters with an additive spectral approach
EPIA'11 Proceedings of the 15th Portugese conference on Progress in artificial intelligence
Information Sciences: an International Journal
Contour Extraction of Drosophila Embryos
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
A Fuzzy Clustering Algorithm for Petroleum Data
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Exploring the Community Set Space
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Exploring categorization property of social annotations for information retrieval
Proceedings of the 20th ACM international conference on Information and knowledge management
Selection of the number of clusters via the bootstrap method
Computational Statistics & Data Analysis
Analysis of non-local image denoising methods
Pattern Recognition Letters
Computer Vision and Image Understanding
LESS-mapping: Online environment segmentation based on spectral mapping
Robotics and Autonomous Systems
Spectral clustering: A semi-supervised approach
Neurocomputing
Fusing object detection and region appearance for image-text alignment
MM '11 Proceedings of the 19th ACM international conference on Multimedia
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Multi-modal constraint propagation for heterogeneous image clustering
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Low-dimensional and comprehensive color texture description
Computer Vision and Image Understanding
On the complexity of isoperimetric problems on trees
Discrete Applied Mathematics
Dirichlet Gaussian mixture model: Application to image segmentation
Image and Vision Computing
Evaluation of segmentation techniques using region area and boundary matching information
Journal of Visual Communication and Image Representation
Elements of geometry processing
SIGGRAPH Asia 2011 Courses
KDE Paring and a Faster Mean Shift Algorithm
SIAM Journal on Imaging Sciences
Anisotropic $\alpha$-Kernels and Associated Flows
SIAM Journal on Imaging Sciences
Concept hierarchy construction by combining spectral clustering and subsumption estimation
WISE'06 Proceedings of the 7th international conference on Web Information Systems
A hybrid segmentation method applied to color images and 3d information
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
Neighborhood graphs for semi-automatic annotation of large image databases
MMM'07 Proceedings of the 13th international conference on Multimedia Modeling - Volume Part I
Efficient combination of probabilistic sampling approximations for robust image segmentation
DAGM'06 Proceedings of the 28th conference on Pattern Recognition
Introducing dynamic prior knowledge to partially-blurred image restoration
DAGM'06 Proceedings of the 28th conference on Pattern Recognition
An efficient algorithm for maximal margin clustering
Journal of Global Optimization
A fast directed tree based neighborhood clustering algorithm for image segmentation
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Irregular pyramid segmentations with stochastic graph decimation strategies
CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
Web communities identification from random walks
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
Considerations regarding the minimum spanning tree pyramid segmentation method
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Trace formula analysis of graphs
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Graph embedding using commute time
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Graph-Based fast image segmentation
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Automatic segmentation based on adaboost learning and graph-cuts
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I
Fast spectral clustering of data using sequential matrix compression
ECML'06 Proceedings of the 17th European conference on Machine Learning
B-Matching for spectral clustering
ECML'06 Proceedings of the 17th European conference on Machine Learning
Shape-Driven 3d segmentation using spherical wavelets
MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
A linear-time approach for image segmentation using graph-cut measures
ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems
Color pair clustering for texture detection
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part II
A faster graph-based segmentation algorithm with statistical region merge
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part II
Semantic-based cross-media image retrieval
ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II
Weighted adaptive neighborhood hypergraph partitioning for image segmentation
ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II
Commute times for graph spectral clustering
CAIP'05 Proceedings of the 11th international conference on Computer Analysis of Images and Patterns
A segmentation algorithm for noisy images
CAIP'05 Proceedings of the 11th international conference on Computer Analysis of Images and Patterns
Evolving spanning trees using the heat equation
CAIP'05 Proceedings of the 11th international conference on Computer Analysis of Images and Patterns
Supervised texture detection in images
CAIP'05 Proceedings of the 11th international conference on Computer Analysis of Images and Patterns
Robust multi-body motion tracking using commute time clustering
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part I
Subspace estimation using projection based m-estimators over grassmann manifolds
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part I
Learning and incorporating top-down cues in image segmentation
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part I
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
A multiview approach to tracking people in crowded scenes using a planar homography constraint
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
Segmenting highly articulated video objects with weak-prior random forests
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
Database-guided simultaneous multi-slice 3d segmentation for volumetric data
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
Multi-way clustering using super-symmetric non-negative tensor factorization
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
A maximum profit coverage algorithm with application to small molecules cluster identification
WEA'06 Proceedings of the 5th international conference on Experimental Algorithms
iWed: an integrated multigraph cut-based approach for detecting events from a website
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Recovering articulated non-rigid shapes, motions and kinematic chains from video
AMDO'06 Proceedings of the 4th international conference on Articulated Motion and Deformable Objects
Certain object segmentation based on adaboost learning and nodes aggregation iterative graph-cuts
AMDO'06 Proceedings of the 4th international conference on Articulated Motion and Deformable Objects
White matter tract clustering and correspondence in populations
MICCAI'05 Proceedings of the 8th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
Image scale-space from the heat kernel
CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications
Statistical hypothesis testing and wavelet features for region segmentation
CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications
Data clustering: a user’s dilemma
PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence
Learning generative models of similarity matrices
UAI'03 Proceedings of the Nineteenth conference on Uncertainty in Artificial Intelligence
Cluster aggregate inequality and multi-level hierarchical clustering
PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases
Energy-based clustering of graphs with nonuniform degrees
GD'05 Proceedings of the 13th international conference on Graph Drawing
A sober look at clustering stability
COLT'06 Proceedings of the 19th annual conference on Learning Theory
A corpus-based relevance feedback approach to cross-language image retrieval
CLEF'05 Proceedings of the 6th international conference on Cross-Language Evalution Forum: accessing Multilingual Information Repositories
Automatic image annotation based on topic-based smoothing
IDEAL'05 Proceedings of the 6th international conference on Intelligent Data Engineering and Automated Learning
ORF-NT: an object-based image retrieval framework using neighborhood trees
ISCIS'05 Proceedings of the 20th international conference on Computer and Information Sciences
A stratification-based approach to accurate and fast image annotation
WAIM'05 Proceedings of the 6th international conference on Advances in Web-Age Information Management
Semidefinite clustering for image segmentation with a-priori knowledge
PR'05 Proceedings of the 27th DAGM conference on Pattern Recognition
Approximation of linear discriminant analysis for word dependent visual features selection
ACIVS'05 Proceedings of the 7th international conference on Advanced Concepts for Intelligent Vision Systems
Sequential probabilistic grass field segmentation of soccer video images
IWCIA'04 Proceedings of the 10th international conference on Combinatorial Image Analysis
Analysis of event-related fMRI data using diffusion maps
IPMI'05 Proceedings of the 19th international conference on Information Processing in Medical Imaging
Lessons for the future from a decade of informedia video analysis research
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
Hot event detection and summarization by graph modeling and matching
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
Quadratic nonnegative matrix factorization
Pattern Recognition
SBV-Cut: Vertex-cut based graph partitioning using structural balance vertices
Data & Knowledge Engineering
Intelligent photo clustering with user interaction and distance metric learning
Pattern Recognition Letters
A spectral clustering technique for studying post-transplant kidney functions
Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium
AIRS'06 Proceedings of the Third Asia conference on Information Retrieval Technology
Riemannian graph diffusion for DT-MRI regularization
MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
High-Dimensional white matter atlas generation and group analysis
MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
Segmentation of thalamic nuclei from DTI using spectral clustering
MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
Multi-resolution vessel segmentation using normalized cuts in retinal images
MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
A three-level graph based interactive volume segmentation system
ISVC'05 Proceedings of the First international conference on Advances in Visual Computing
On the NP-Completeness of some graph cluster measures
SOFSEM'06 Proceedings of the 32nd conference on Current Trends in Theory and Practice of Computer Science
The eigen-transform and applications
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
Waterfall segmentation of complex scenes
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
Inducing semantic segmentation from an example
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part II
Automatic image annotation based on wordnet and hierarchical ensembles
CICLing'06 Proceedings of the 7th international conference on Computational Linguistics and Intelligent Text Processing
Joint cluster based co-clustering for clustering ensembles
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
Self-Organizing network evolving model for mining network community structure
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
Capturing contextual relationship for effective media search
Multimedia Tools and Applications
Spectral clustering with discriminant cuts
Knowledge-Based Systems
On the relation of slow feature analysis and laplacian eigenmaps
Neural Computation
Planar surface detection in image pairs using homographic constraints
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part I
Graph clustering using heat content invariants
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part II
Spectral methods in image segmentation: a combined approach
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part II
Incorporating non-motion cues into 3d motion segmentation
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
A fast line segment based dense stereo algorithm using tree dynamic programming
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
Fast, quality, segmentation of large volumes – isoperimetric distance trees
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
Algebraic methods for direct and feature based registration of diffusion tensor images
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
Spectral kernels for classification
DaWaK'05 Proceedings of the 7th international conference on Data Warehousing and Knowledge Discovery
Nonnegative Lagrangian relaxation of k-means and spectral clustering
ECML'05 Proceedings of the 16th European conference on Machine Learning
Dimensionality reduction: beyond the Johnson-Lindenstrauss bound
Proceedings of the twenty-second annual ACM-SIAM symposium on Discrete Algorithms
Commute time guided transformation for feature extraction
Computer Vision and Image Understanding
Color image segmentation using tensor voting based color clustering
Pattern Recognition Letters
Image segmentation using local spectral histograms and linear regression
Pattern Recognition Letters
Steerable semi-automatic segmentation of textured images
SCIA'05 Proceedings of the 14th Scandinavian conference on Image Analysis
Towards a theoretical foundation for laplacian-based manifold methods
COLT'05 Proceedings of the 18th annual conference on Learning Theory
Image segmentation based on genetic algorithms combination
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
Vectorized image segmentation via trixel agglomeration
GbRPR'05 Proceedings of the 5th IAPR international conference on Graph-Based Representations in Pattern Recognition
A robust graph partition method from the path-weighted adjacency matrix
GbRPR'05 Proceedings of the 5th IAPR international conference on Graph-Based Representations in Pattern Recognition
Recent results on heat kernel embedding of graphs
GbRPR'05 Proceedings of the 5th IAPR international conference on Graph-Based Representations in Pattern Recognition
Using term clustering and supervised term affinity construction to boost text classification
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Graph dual regularization non-negative matrix factorization for co-clustering
Pattern Recognition
A supervised non-linear dimensionality reduction approach for manifold learning
Pattern Recognition
Relevant gene selection using normalized cut clustering with maximal compression similarity measure
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
Subgraph mining on directed and weighted graphs
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
Manifold embedding of graphs using the heat kernel
IMA'05 Proceedings of the 11th IMA international conference on Mathematics of Surfaces
Collaborative ranking: a case study on entity linking
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Hierarchical verb clustering using graph factorization
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Automatic image annotation using maximum entropy model
IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
Robust perron cluster analysis for various applications in computational life science
CompLife'05 Proceedings of the First international conference on Computational Life Sciences
Spectral clustering gene ontology terms to group genes by function
WABI'05 Proceedings of the 5th International conference on Algorithms in Bioinformatics
A tripartite clustering analysis on microRNA, gene and disease model
Proceedings of the 2nd ACM Conference on Bioinformatics, Computational Biology and Biomedicine
A subjective method for image segmentation evaluation
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part III
An extended validity index for identifying community structure in networks
ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II
A hybrid cluster-lift method for the analysis of research activities
HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part I
Region merging for severe oversegmented images using a hierarchical social metaheuristic
EC'05 Proceedings of the 3rd European conference on Applications of Evolutionary Computing
Improving feature space based image segmentation via density modification
Information Sciences: an International Journal
From text to image: generating visual query for image retrieval
CLEF'04 Proceedings of the 5th conference on Cross-Language Evaluation Forum: multilingual Information Access for Text, Speech and Images
EigenMS: de novo analysis of peptide tandem mass spectra by spectral graph partitioning
RECOMB'05 Proceedings of the 9th Annual international conference on Research in Computational Molecular Biology
A multi-level approach for document clustering
ICCS'05 Proceedings of the 5th international conference on Computational Science - Volume Part I
Optimizing the cauchy-schwarz PDF distance for information theoretic, non-parametric clustering
EMMCVPR'05 Proceedings of the 5th international conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Bayesian image segmentation using gaussian field priors
EMMCVPR'05 Proceedings of the 5th international conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Deformable-Model based textured object segmentation
EMMCVPR'05 Proceedings of the 5th international conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Spatio-temporal segmentation using dominant sets
EMMCVPR'05 Proceedings of the 5th international conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Tongue image texture segmentation based on gabor filter plus normalized cut
ICMB'10 Proceedings of the Second international conference on Medical Biometrics
Multi-way clustering and biclustering by the Ratio cut and Normalized cut in graphs
Journal of Combinatorial Optimization
Learning Novel Objects for Extended Mobile Manipulation
Journal of Intelligent and Robotic Systems
Image data field for homogeneous region based segmentation
Computers and Electrical Engineering
Some connectivity based cluster validity indices
Applied Soft Computing
A local adaptive algorithm for microaneurysms detection in digital fundus images
CVBIA'05 Proceedings of the First international conference on Computer Vision for Biomedical Image Applications
Motion field refinement and region-based motion segmentation
PCM'05 Proceedings of the 6th Pacific-Rim conference on Advances in Multimedia Information Processing - Volume Part I
A shape derivative based approach for crowd flow segmentation
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part I
From ramp discontinuities to segmentation tree
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part I
Semi-supervised learning for image annotation based on conditional random fields
CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval
Unsupervised duplicate detection using sample non-duplicates
Journal on Data Semantics VII
Image specific feature similarities
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
Automatic image segmentation by positioning a seed
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
Image label completion by pursuing contextual decomposability
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
IWCIA'06 Proceedings of the 11th international conference on Combinatorial Image Analysis
ISAAC'06 Proceedings of the 17th international conference on Algorithms and Computation
Abnormal behavior detection for early warning of terrorist attack
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
Greyscale photograph geometry informed by dodging and burning
ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
A computational model for boundary detection
ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
Learning segmentation of documents with complex scripts
ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
Image clustering via sparse representation
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
Heavy-Tailed model for visual tracking via robust subspace learning
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
An accelerated human motion tracking system based on voxel reconstruction under complex environments
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
Spectral graph partitioning based on a random walk diffusion similarity measure
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
Multicue graph mincut for image segmentation
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
Induction of the common-sense hierarchies in lexical data
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
Flexible content extraction and querying for videos
FQAS'11 Proceedings of the 9th international conference on Flexible Query Answering Systems
ICIAR'10 Proceedings of the 7th international conference on Image Analysis and Recognition - Volume Part I
Adaptive regularization parameter for graph cut segmentation
ICIAR'10 Proceedings of the 7th international conference on Image Analysis and Recognition - Volume Part I
ICIAR'10 Proceedings of the 7th international conference on Image Analysis and Recognition - Volume Part I
3D texton spaces for color-texture retrieval
ICIAR'10 Proceedings of the 7th international conference on Image Analysis and Recognition - Volume Part I
A better strategy of discovering link-pattern based communities by classical clustering methods
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Finding and evaluating fuzzy clusters in networks
ICSI'10 Proceedings of the First international conference on Advances in Swarm Intelligence - Volume Part II
Towards a formal concept analysis approach to exploring communities on the world wide web
ICFCA'05 Proceedings of the Third international conference on Formal Concept Analysis
ICDCIT'05 Proceedings of the Second international conference on Distributed Computing and Internet Technology
Semantic parsing of street scenes from video
International Journal of Robotics Research
Spatial color image segmentation based on finite non-Gaussian mixture models
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Vector quantization based approximate spectral clustering of large datasets
Pattern Recognition
An experimental study of constrained clustering effectiveness in presence of erroneous constraints
Information Processing and Management: an International Journal
Privileged information for data clustering
Information Sciences: an International Journal
CGGA'10 Proceedings of the 9th international conference on Computational Geometry, Graphs and Applications
SSVM'11 Proceedings of the Third international conference on Scale Space and Variational Methods in Computer Vision
An efficient and effective tool for image segmentation, total variations and regularization
SSVM'11 Proceedings of the Third international conference on Scale Space and Variational Methods in Computer Vision
A segmentation quality measure based on rich descriptors and classification methods
SSVM'11 Proceedings of the Third international conference on Scale Space and Variational Methods in Computer Vision
Intrinsic dimension induced similarity measure for clustering
ADMA'11 Proceedings of the 7th international conference on Advanced Data Mining and Applications - Volume Part II
Graph based k-means clustering
Signal Processing
Data clustering by scaled adjacency matrix
KSEM'11 Proceedings of the 5th international conference on Knowledge Science, Engineering and Management
Numerical aspects of spectral segmentation on polygonal grids
PARA'10 Proceedings of the 10th international conference on Applied Parallel and Scientific Computing - Volume Part I
Markov chains and spectral clustering
PERFORM'10 Proceedings of the 2010 IFIP WG 6.3/7.3 international conference on Performance Evaluation of Computer and Communication Systems: milestones and future challenges
Community detection in incomplete information networks
Proceedings of the 21st international conference on World Wide Web
Document hierarchies from text and links
Proceedings of the 21st international conference on World Wide Web
Optimizing user exploring experience in emerging e-commerce products
Proceedings of the 21st international conference companion on World Wide Web
The impact of visual appearance on user response in online display advertising
Proceedings of the 21st international conference companion on World Wide Web
Fast multi-view graph kernels for object classification
AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence
A graph enrichment based clustering over vertically partitioned data
ADMA'11 Proceedings of the 7th international conference on Advanced Data Mining and Applications - Volume Part I
From cluster ensemble to structure ensemble
Information Sciences: an International Journal
International Journal of Computer Vision
Community detection in Social Media
Data Mining and Knowledge Discovery
Dense Neighborhoods on Affinity Graph
International Journal of Computer Vision
A combinatorial model and algorithm for globally searching community structure in complex networks
Journal of Combinatorial Optimization
Multi-way spectral partitioning and higher-order cheeger inequalities
STOC '12 Proceedings of the forty-fourth annual ACM symposium on Theory of computing
Multi-class particle swarm model selection for automatic image annotation
Expert Systems with Applications: An International Journal
Partitive clustering (K-means family)
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
Organ segmentation from 3d abdominal CT images based on atlas selection and graph cut
MICCAI'11 Proceedings of the Third international conference on Abdominal Imaging: computational and Clinical Applications
Multi-agent adaptive boosting on semi-supervised water supply clusters
Advances in Engineering Software
Arbitrary body segmentation in static images
Pattern Recognition
Towards automatic polyp detection with a polyp appearance model
Pattern Recognition
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Diffusion maps for the description of meteorological data
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I
Normalized cut segmentation of thyroid tumor image based on fractional derivatives
HIS'12 Proceedings of the First international conference on Health Information Science
RECOMB'12 Proceedings of the 16th Annual international conference on Research in Computational Molecular Biology
Relevance search in heterogeneous networks
Proceedings of the 15th International Conference on Extending Database Technology
Finding maximal k-edge-connected subgraphs from a large graph
Proceedings of the 15th International Conference on Extending Database Technology
A density-based approach for mining overlapping communities from social network interactions
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics
Clustered embedding of massive social networks
Proceedings of the 12th ACM SIGMETRICS/PERFORMANCE joint international conference on Measurement and Modeling of Computer Systems
Language modelling of constraints for text clustering
ECIR'12 Proceedings of the 34th European conference on Advances in Information Retrieval
Semi-supervised clustering of graph objects: a subgraph mining approach
DASFAA'12 Proceedings of the 17th international conference on Database Systems for Advanced Applications - Volume Part I
Collaborative similarity measure for intra graph clustering
DASFAA'12 Proceedings of the 17th international conference on Database Systems for Advanced Applications
Spectral clustering for detecting protein complexes in protein-protein interaction (PPI) networks
Mathematical and Computer Modelling: An International Journal
On trivial solution and scale transfer problems in graph regularized NMF
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
Modular community detection in networks
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
Local and structural consistency for multi-manifold clustering
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
Generalized latent factor models for social network analysis
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
Unsupervised modeling of dialog acts in asynchronous conversations
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Learning inter-related statistical query translation models for English-Chinese bi-directional CLIR
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Line orthogonality in adjacency eigenspace with application to community partition
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Mind the eigen-gap, or how to accelerate semi-supervised spectral learning algorithms
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Computer Science Review
ACM Transactions on Knowledge Discovery from Data (TKDD)
Generative Models for Evolutionary Clustering
ACM Transactions on Knowledge Discovery from Data (TKDD)
A framework for exploring organizational structure in dynamic social networks
Decision Support Systems
GANC: Greedy agglomerative normalized cut for graph clustering
Pattern Recognition
Segmentation of objects in a detection window by Nonparametric Inhomogeneous CRFs
Computer Vision and Image Understanding
Fast adaptive edge-aware mask generation
Proceedings of Graphics Interface 2012
A Laplacian spectral method in phase I analysis of profiles
Applied Stochastic Models in Business and Industry
Object Recognition by Sequential Figure-Ground Ranking
International Journal of Computer Vision
Segmenting focused objects based on the Amplitude Decomposition Model
Pattern Recognition Letters
NPAR '12 Proceedings of the Symposium on Non-Photorealistic Animation and Rendering
MDS-based segmentation model for the fusion of contour and texture cues in natural images
Computer Vision and Image Understanding
Image segmentation using fuzzy logic, neural networks and genetic algorithms: survey and trends
Machine Graphics & Vision International Journal
Histology image analysis for carcinoma detection and grading
Computer Methods and Programs in Biomedicine
Latent Community Topic Analysis: Integration of Community Discovery with Topic Modeling
ACM Transactions on Intelligent Systems and Technology (TIST)
Optimal Image and Video Closure by Superpixel Grouping
International Journal of Computer Vision
Vertex neighborhoods, low conductance cuts, and good seeds for local community methods
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Event-based social networks: linking the online and offline social worlds
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Locally-scaled spectral clustering using empty region graphs
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Active spectral clustering via iterative uncertainty reduction
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
SIAM Journal on Scientific Computing
Unsupervised sparse matrix co-clustering for marketing and sales intelligence
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Mid-level features and spatio-temporal context for activity recognition
Pattern Recognition
Fast semi-supervised clustering with enhanced spectral embedding
Pattern Recognition
Coaction discovery: segmentation of common actions across multiple videos
Proceedings of the Twelfth International Workshop on Multimedia Data Mining
Review of statistical network analysis: models, algorithms, and software
Statistical Analysis and Data Mining
Neural Computation
AUTOMATIC ANNOTATION OF AMBIGUOUS PERSONAL NAMES ON THE WEB
Computational Intelligence
Color image segmentation using parallel OptiMUSIG activation function
Applied Soft Computing
Granules of words to represent text: an approach based on fuzzy relations and spectral clustering
ICCSA'12 Proceedings of the 12th international conference on Computational Science and Its Applications - Volume Part IV
Co-Segmentation of 3D Shapes via Subspace Clustering
Computer Graphics Forum
Incorporating shape into spatially-aware adaptive object segmentation algorithm
Proceedings of the Fifth International C* Conference on Computer Science and Software Engineering
Defining and evaluating network communities based on ground-truth
Proceedings of the ACM SIGKDD Workshop on Mining Data Semantics
Multiscale roughness measure for color image segmentation
Information Sciences: an International Journal
Dense and sparse graph partition
Discrete Applied Mathematics
Substructure clustering: a novel mining paradigm for arbitrary data types
SSDBM'12 Proceedings of the 24th international conference on Scientific and Statistical Database Management
Semi supervised clustering: a pareto approach
MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
Object segmentation in video via graph cut built on superpixels
Fundamenta Informaticae - Cognitive Informatics, Cognitive Computing, and Their Denotational Mathematical Foundations (II)
Spectral clustering based on dictionary learning sampling for image segmentation
IScIDE'11 Proceedings of the Second Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Brain tissue MR-image segmentation via optimum-path forest clustering
Computer Vision and Image Understanding
Using graph partitioning techniques for neighbour selection in user-based collaborative filtering
Proceedings of the sixth ACM conference on Recommender systems
Active co-analysis of a set of shapes
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
WAW'12 Proceedings of the 9th international conference on Algorithms and Models for the Web Graph
Perceptual grouping using superpixels
MCPR'12 Proceedings of the 4th Mexican conference on Pattern Recognition
Sampling techniques for monte carlo matrix multiplication with applications to image processing
MCPR'12 Proceedings of the 4th Mexican conference on Pattern Recognition
Research on domain-specific features clustering based spectral clustering
ICSI'12 Proceedings of the Third international conference on Advances in Swarm Intelligence - Volume Part II
IEA/AIE'12 Proceedings of the 25th international conference on Industrial Engineering and Other Applications of Applied Intelligent Systems: advanced research in applied artificial intelligence
Fuzzy spectral clustering with robust spatial information for image segmentation
Applied Soft Computing
A fast tri-factorization method for low-rank matrix recovery and completion
Pattern Recognition
Monte Carlo cluster refinement for noise robust image segmentation
Journal of Visual Communication and Image Representation
Sparse spectral clustering method based on the incomplete Cholesky decomposition
Journal of Computational and Applied Mathematics
Evolutionary Hough Games for coherent object detection
Computer Vision and Image Understanding
Hypergraph based information-theoretic feature selection
Pattern Recognition Letters
Visual vocabulary signature for 3D object retrieval and partial matching
EG 3DOR'09 Proceedings of the 2nd Eurographics conference on 3D Object Retrieval
Interactive product image search with complex scenes
Proceedings of the 4th International Conference on Internet Multimedia Computing and Service
Hierarchical kernel spectral clustering
Neural Networks
Large-scale data management for PRT-based real-time rendering of dynamically skinned models
EGSR'07 Proceedings of the 18th Eurographics conference on Rendering Techniques
Segmentation-based 3D artistic rendering
EGSR'06 Proceedings of the 17th Eurographics conference on Rendering Techniques
Joint Optimization for Object Class Segmentation and Dense Stereo Reconstruction
International Journal of Computer Vision
Multi-level Low-rank Approximation-based Spectral Clustering for image segmentation
Pattern Recognition Letters
Unsupervised object discovery via self-organisation
Pattern Recognition Letters
Hierarchical framework for plot de-interlacing of TV series based on speakers, dialogues and images
Proceedings of the 2012 ACM international workshop on Audio and multimedia methods for large-scale video analysis
A novel similarity-based modularity function for graph partitioning
DaWaK'07 Proceedings of the 9th international conference on Data Warehousing and Knowledge Discovery
A new parametric estimation method for graph-based clustering
TextGraphs-7 '12 Workshop Proceedings of TextGraphs-7 on Graph-based Methods for Natural Language Processing
On the complexity of finding an unknown cut via vertex queries
COCOON'07 Proceedings of the 13th annual international conference on Computing and Combinatorics
Watershed segmentation of intervertebral disk and spinal canal from MRI images
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Modalities consensus for multi-modal constraint propagation
Proceedings of the 20th ACM international conference on Multimedia
Social tag alignment with image regions by sparse reconstructions
Proceedings of the 20th ACM international conference on Multimedia
Detecting rule of simplicity from photos
Proceedings of the 20th ACM international conference on Multimedia
Generating event storylines from microblogs
Proceedings of the 21st ACM international conference on Information and knowledge management
Visual appearance of display ads and its effect on click through rate
Proceedings of the 21st ACM international conference on Information and knowledge management
Scalable clustering of signed networks using balance normalized cut
Proceedings of the 21st ACM international conference on Information and knowledge management
Improving document clustering using automated machine translation
Proceedings of the 21st ACM international conference on Information and knowledge management
Unsupervised co-segmentation for 3D shapes using iterative multi-label optimization
Computer-Aided Design
Multi-elitist immune clonal quantum clustering algorithm
Neurocomputing
Learning common behaviors from large sets of unlabeled temporal series
Image and Vision Computing
Learning spectral embedding via iterative eigenvalue thresholding
Proceedings of the 21st ACM international conference on Information and knowledge management
Clustering Wikipedia infoboxes to discover their types
Proceedings of the 21st ACM international conference on Information and knowledge management
Clustering short text using Ncut-weighted non-negative matrix factorization
Proceedings of the 21st ACM international conference on Information and knowledge management
An active contour model driven by anisotropic region fitting energy for image segmentation
Digital Signal Processing
A heuristic hierarchical clustering based on multiple similarity measurements
Pattern Recognition Letters
A survey of graph theoretical approaches to image segmentation
Pattern Recognition
Rank hash similarity for fast similarity search
Information Processing and Management: an International Journal
Scale selection for supervised image segmentation
Image and Vision Computing
Topology configuration in hybrid EPS/OCS interconnects
Euro-Par'12 Proceedings of the 18th international conference on Parallel Processing
Online semantic mapping of urban environments
SC'12 Proceedings of the 2012 international conference on Spatial Cognition VIII
Graph degree linkage: agglomerative clustering on a directed graph
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
Free hand-drawn sketch segmentation
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
Learning domain knowledge for façade labelling
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
Spectral demons --- image registration via global spectral correspondence
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Automatic segmentation of unknown objects, with application to baggage security
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Coherent filtering: detecting coherent motions from crowd clutters
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Evaluation of image segmentation quality by adaptive ground truth composition
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Multidimensional spectral hashing
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
Two-granularity tracking: mediating trajectory and detection graphs for tracking under occlusions
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
Moving object segmentation using motor signals
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
Fast planar correlation clustering for image segmentation
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
SEEDS: superpixels extracted via energy-driven sampling
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VII
Learning-Based symmetry detection in natural images
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VII
Robust and efficient subspace segmentation via least squares regression
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VII
"Clustering by composition": unsupervised discovery of image categories
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VII
Person re-identification: what features are important?
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part I
Combining CRF and multi-hypothesis detection for accurate lesion segmentation in breast sonograms
MICCAI'12 Proceedings of the 15th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
Evaluating segmentation error without ground truth
MICCAI'12 Proceedings of the 15th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
Multi-Object geodesic active contours (MOGAC)
MICCAI'12 Proceedings of the 15th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
Discriminative decorrelation for clustering and classification
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Efficient closed-form solution to generalized boundary detection
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
SuperFloxels: a mid-level representation for video sequences
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
Constrained clustering with local constraint propagation
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
WikiSent: weakly supervised sentiment analysis through extractive summarization with wikipedia
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II
KACTL: knowware based automated construction of a treelike library from web documents
WISM'12 Proceedings of the 2012 international conference on Web Information Systems and Mining
A self-adaptive segmentation method by fusion of multi-color space components
AICI'12 Proceedings of the 4th international conference on Artificial Intelligence and Computational Intelligence
Rapid image segmentation using color, texture and syntactic visual features
AICI'12 Proceedings of the 4th international conference on Artificial Intelligence and Computational Intelligence
ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II
Finding representative objects using link analysis ranking
Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments
On spectral partitioning of co-authorship networks
CISIM'12 Proceedings of the 11th IFIP TC 8 international conference on Computer Information Systems and Industrial Management
Sparse random graphs: Eigenvalues and eigenvectors
Random Structures & Algorithms
An evolutionary and graph-based method for image segmentation
PPSN'12 Proceedings of the 12th international conference on Parallel Problem Solving from Nature - Volume Part I
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
When a city tells a story: urban topic analysis
Proceedings of the 20th International Conference on Advances in Geographic Information Systems
Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
Contrast enhancement in wavelet domain for graph-based segmentation in medical imaging
Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
Tree structural watershed for stereo matching
Proceedings of the 27th Conference on Image and Vision Computing New Zealand
Hierarchical feature grouping for multiple object segmentation and tracking
Proceedings of the 27th Conference on Image and Vision Computing New Zealand
On-line spectral learning in exploring 3d large scale geo-referred scenes
EuroMed'12 Proceedings of the 4th international conference on Progress in Cultural Heritage Preservation
An image representation method based on retina mechanism for the promotion of SIFT and segmentation
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part V
3D shape classification using commute time
SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Unsupervised clustering of human pose using spectral embedding
SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Toward designing intelligent PDEs for computer vision: An optimal control approach
Image and Vision Computing
Regularized nonnegative shared subspace learning
Data Mining and Knowledge Discovery
p-PIC: Parallel power iteration clustering for big data
Journal of Parallel and Distributed Computing
Local image tagging via graph regularized joint group sparsity
Pattern Recognition
Information-theoretic selection of high-dimensional spectral features for structural recognition
Computer Vision and Image Understanding
Window annealing for pixel-labeling problems
Computer Vision and Image Understanding
Really quick shift: image segmentation on a GPU
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part II
Action recognition using linear dynamic systems
Pattern Recognition
Spectral Image Segmentation Using Image Decomposition and Inner Product-Based Metric
Journal of Mathematical Imaging and Vision
K-Nearest Neighbors Relevance Annotation Model for Distance Education
International Journal of Distance Education Technologies
Using particle swarm optimization for image regions annotation
FGIT'12 Proceedings of the 4th international conference on Future Generation Information Technology
International Journal of Intelligent Information Technologies
Color Image Segmentation: From the View of Projective Clustering
International Journal of Multimedia Data Engineering & Management
A Tool for Automatic Hammersmith Infant Neurological Examination
International Journal of E-Health and Medical Communications
Transforming graph data for statistical relational learning
Journal of Artificial Intelligence Research
Compositional approximate markov chain aggregation for PEPA models
EPEW'12 Proceedings of the 9th European conference on Computer Performance Engineering
Clustering tagged documents with labeled and unlabeled documents
Information Processing and Management: an International Journal
Fast multi-view segment graph kernel for object classification
Signal Processing
Learning discriminative features for fast frame-based action recognition
Pattern Recognition
Variational and PCA based natural image segmentation
Pattern Recognition
Global optimization in discretized parameter space for predefined object segmentation
Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication
Immediate ROI search for 3-d medical images
MCBR-CDS'12 Proceedings of the Third MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support
AusDM '08 Proceedings of the 7th Australasian Data Mining Conference - Volume 87
Compositional approximate markov chain aggregation for PEPA models
EPEW'12 Proceedings of the 9th European conference on Computer Performance Engineering
On non-euclidean metrics based clustering
IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Discovering hot topics from geo-tagged video
Neurocomputing
Spatio-temporal feature-based keyframe detection from video shots using spectral clustering
Pattern Recognition Letters
A genetic algorithm for color image segmentation
EvoApplications'13 Proceedings of the 16th European conference on Applications of Evolutionary Computation
Combining Relations and Text in Scientific Network Clustering
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Communities and Balance in Signed Networks: A Spectral Approach
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Semantic-Feature-Based Object Recognition by Using Internet Data Mining
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Random walk distances in data clustering and applications
Advances in Data Analysis and Classification
SOM and fuzzy based color image segmentation
Multimedia Tools and Applications
Regional appearance modeling based on the clustering of intensity profiles
Computer Vision and Image Understanding
Social event detection with robust high-order co-clustering
Proceedings of the 3rd ACM conference on International conference on multimedia retrieval
A general Framework of video segmentation to logical unit based on conditional random fields
Proceedings of the 3rd ACM conference on International conference on multimedia retrieval
Clustering documents with labeled and unlabeled documents using fuzzy semi-Kmeans
Fuzzy Sets and Systems
Graph-based joint clustering of fixations and visual entities
ACM Transactions on Applied Perception (TAP)
Skin lesion image segmentation using a color genetic algorithm
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Constrained spectral embedding for K-way data clustering
Pattern Recognition Letters
Local 3d symmetry for visual saliency in 2.5d point clouds
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Knowledge leverage from contours to bounding boxes: a concise approach to annotation
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Video segmentation with superpixels
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Multi-layer spectral clustering for video segmentation
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Large-Scale bundle adjustment by parameter vector partition
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part IV
Quasi-regular facade structure extraction
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part IV
Transforming cluster-based segmentation for use in OpenVL by mainstream developers
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume Part I
Human detection with occlusion handling by over-segmentation and clustering on foreground regions
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume 2
Motion segmentation by velocity clustering with estimation of subspace dimension
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume 2
Community Detection in Complex Networks: Multi-objective Enhanced Firefly Algorithm
Knowledge-Based Systems
A spectral clustering approach to application-specific network-on-chip synthesis
Proceedings of the Conference on Design, Automation and Test in Europe
Fast deformation of volume data using tetrahedral mesh rasterization
Proceedings of the 12th ACM SIGGRAPH/Eurographics Symposium on Computer Animation
Parallel graph decompositions using random shifts
Proceedings of the twenty-fifth annual ACM symposium on Parallelism in algorithms and architectures
Learning a subspace for clustering via pattern shrinking
Information Processing and Management: an International Journal
Social influence based clustering of heterogeneous information networks
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Organizational overlap on social networks and its applications
Proceedings of the 22nd international conference on World Wide Web
Spectral analysis of communication networks using Dirichlet eigenvalues
Proceedings of the 22nd international conference on World Wide Web
M4L: Maximum margin Multi-instance Multi-cluster Learning for scene modeling
Pattern Recognition
Shape priors extraction and application for geodesic distance transforms in images and videos
Pattern Recognition Letters
Real web community based automatic image annotation
Computers and Electrical Engineering
Interactive text document clustering using feature labeling
Proceedings of the 2013 ACM symposium on Document engineering
Robust clustering for social annotated images
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
Automatic image annotation using semantic relevance
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
ACM Transactions on Knowledge Discovery from Data (TKDD) - Special Issue on ACM SIGKDD 2012
Statistical shape model for manifold regularization: Gleason grading of prostate histology
Computer Vision and Image Understanding
Finding contexts of social influence in online social networks
Proceedings of the 7th Workshop on Social Network Mining and Analysis
Community finding within the community set space
Proceedings of the 7th Workshop on Social Network Mining and Analysis
Robust text and drawing segmentation algorithm for historical documents
Proceedings of the 2nd International Workshop on Historical Document Imaging and Processing
Semi-supervised learning using greedy max-cut
The Journal of Machine Learning Research
Inference Methods for CRFs with Co-occurrence Statistics
International Journal of Computer Vision
The Journal of Machine Learning Research
Multi-view hypergraph learning by patch alignment framework
Neurocomputing
A finite mixture model for detail-preserving image segmentation
Signal Processing
Co-segmentation of 3D shapes via multi-view spectral clustering
The Visual Computer: International Journal of Computer Graphics
Fuzzy spectral clustering by PCCA+: application to Markov state models and data classification
Advances in Data Analysis and Classification
How to "alternatize" a clustering algorithm
Data Mining and Knowledge Discovery
Fine-grained semi-supervised labeling of large shape collections
ACM Transactions on Graphics (TOG)
Inserting virtual pedestrians into pedestrian groups video with behavior consistency
The Visual Computer: International Journal of Computer Graphics
Multiscale Symmetric Part Detection and Grouping
International Journal of Computer Vision
Selective Search for Object Recognition
International Journal of Computer Vision
Most Tensor Problems Are NP-Hard
Journal of the ACM (JACM)
Image retrieval based on high level concept detection and semantic labelling
Intelligent Decision Technologies
Automatic image conversion to tactile graphic
Proceedings of the 15th International ACM SIGACCESS Conference on Computers and Accessibility
SMI 2013: Grouping real functions defined on 3D surfaces
Computers and Graphics
SMI 2013: Heat diffusion kernel and distance on surface meshes and point sets
Computers and Graphics
SMI 2013: Point cloud normal estimation via low-rank subspace clustering
Computers and Graphics
Clustering and outlier detection using isoperimetric number of trees
Pattern Recognition
Hybrid image summarization by hypergraph partition
Neurocomputing
How Many Clusters: A Validation Index for Arbitrary-Shaped Clusters
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
A retina-inspired neurocomputing circuit for image representation
IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advences in computational intelligence - Volume Part II
Extracting evolving pathologies via spectral clustering
IPMI'13 Proceedings of the 23rd international conference on Information Processing in Medical Imaging
Joint clustering and feature selection
WAIM'13 Proceedings of the 14th international conference on Web-Age Information Management
Finding critical blocks of information diffusion in social networks
WAIM'13 Proceedings of the 14th international conference on Web-Age Information Management
Clustering analysis and semantics annotation of 3d models based on users' implicit feedbacks
WAIM'13 Proceedings of the 14th international conference on Web-Age Information Management
Information theoretic pairwise clustering
SIMBAD'13 Proceedings of the Second international conference on Similarity-Based Pattern Recognition
Break and conquer: efficient correlation clustering for image segmentation
SIMBAD'13 Proceedings of the Second international conference on Similarity-Based Pattern Recognition
Multi-task averaging via task clustering
SIMBAD'13 Proceedings of the Second international conference on Similarity-Based Pattern Recognition
Head direction estimation from low resolution images with scene adaptation
Computer Vision and Image Understanding
Cross-modal social image clustering and tag cleansing
Journal of Visual Communication and Image Representation
Structural image retrieval using automatic image annotation and region based inverted file
Journal of Visual Communication and Image Representation
Computers in Biology and Medicine
Evaluating community detection using a bi-objective optimization
ICIC'13 Proceedings of the 9th international conference on Intelligent Computing Theories
Kernel k'-means algorithm for clustering analysis
ICIC'13 Proceedings of the 9th international conference on Intelligent Computing Theories and Technology
Consensus strategy for clustering using RC-images
Pattern Recognition
Non-negative and sparse spectral clustering
Pattern Recognition
Embedding new observations via sparse-coding for non-linear manifold learning
Pattern Recognition
Mixing local and global information for community detection in large networks
Journal of Computer and System Sciences
From biological to social networks: Link prediction based on multi-way spectral clustering
Data & Knowledge Engineering
User-assisted sparse stereo-video segmentation
Proceedings of the 10th European Conference on Visual Media Production
Superpixel-wise semi-supervised structural sparse coding classifier for image segmentation
Engineering Applications of Artificial Intelligence
Large-scale spectral clustering on graphs
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Robust unsupervised feature selection
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Social trust prediction using heterogeneous networks
ACM Transactions on Knowledge Discovery from Data (TKDD)
Restoring surfaces after removing objects in indoor 3D point clouds
Proceedings of the Fourth Symposium on Information and Communication Technology
ACM Transactions on Intelligent Systems and Technology (TIST) - Special Section on Intelligent Mobile Knowledge Discovery and Management Systems and Special Issue on Social Web Mining
A new evaluation measure for color image segmentation based on genetic programming approach
Image and Vision Computing
Learning group-based dictionaries for discriminative image representation
Pattern Recognition
Semi-supervised clustering via multi-level random walk
Pattern Recognition
Proceedings of the 7th ACM international conference on Web search and data mining
A spectral approach to detecting subtle anomalies in graphs
Journal of Intelligent Information Systems
Deflation-based power iteration clustering
Applied Intelligence
A Mathematical Model of Retinal Ganglion Cells and Its Applications in Image Representation
Neural Processing Letters
On constrained spectral clustering and its applications
Data Mining and Knowledge Discovery
SGEMS-UQ: An uncertainty quantification toolkit for SGEMS
Computers & Geosciences
Efficient segmentation of leaves in semi-controlled conditions
Machine Vision and Applications
Automatic image segmentation using constraint learning and propagation
Digital Signal Processing
Agriculture satellite image segmentation using a modified artificial Hopfield neural network
Computers in Human Behavior
Improving heuristics for network modularity maximization using an exact algorithm
Discrete Applied Mathematics
Structured representations in a content based image retrieval context
Journal of Visual Communication and Image Representation
Boosting for multiclass semi-supervised learning
Pattern Recognition Letters
Constrained instance clustering in multi-instance multi-label learning
Pattern Recognition Letters
Elastic Net subspace clustering applied to pop/rock music structure analysis
Pattern Recognition Letters
Local information-based fast approximate spectral clustering
Pattern Recognition Letters
Topic segmentation and labeling in asynchronous conversations
Journal of Artificial Intelligence Research
Convex and scalable weakly labeled SVMs
The Journal of Machine Learning Research
Segregating event streams and noise with a Markov renewal process model
The Journal of Machine Learning Research
Greedy feature selection for subspace clustering
The Journal of Machine Learning Research
Maximum volume clustering: a new discriminative clustering approach
The Journal of Machine Learning Research
Robust action recognition using local motion and group sparsity
Pattern Recognition
Graph Partitioning by Correspondence Analysis and Taxicab Correspondence Analysis
Journal of Classification
Power line detection from optical images
Neurocomputing
Summarizing high-level scene behavior
Machine Vision and Applications
Real-time landing place assessment in man-made environments
Machine Vision and Applications
Salient object detection based on regions
Multimedia Tools and Applications
Probabilistic Joint Image Segmentation and Labeling by Figure-Ground Composition
International Journal of Computer Vision
Natural Computing: an international journal
Efficient eigen-updating for spectral graph clustering
Neurocomputing
Semi-supervised learning via sparse model
Neurocomputing
A Multi-View Embedding Space for Modeling Internet Images, Tags, and Their Semantics
International Journal of Computer Vision
Feature selection with SVD entropy: Some modification and extension
Information Sciences: an International Journal
Adaptive evolutionary clustering
Data Mining and Knowledge Discovery
RoClust: Role discovery for graph clustering
Web Intelligence and Agent Systems
Autonomous tactile perception: A combined improved sensing and Bayesian nonparametric approach
Robotics and Autonomous Systems
Journal of Mathematical Imaging and Vision
Video fingerprinting based on graph model
Multimedia Tools and Applications
Multimedia Tools and Applications
Systematic skin segmentation: merging spatial and non-spatial data
Multimedia Tools and Applications
Activity representation with motion hierarchies
International Journal of Computer Vision
Spectral Log-Demons: Diffeomorphic Image Registration with Very Large Deformations
International Journal of Computer Vision
Weak convex decomposition by lines-of-sight
SGP '13 Proceedings of the Eleventh Eurographics/ACMSIGGRAPH Symposium on Geometry Processing
Subspace clustering of high-dimensional data: an evolutionary approach
Applied Computational Intelligence and Soft Computing
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We propose a novel approach for solving the perceptual grouping problem in vision. Rather than focusing on local features and their consistencies in the image data, our approach aims at extracting the global impression of an image. We treat image segmentation as a graph partitioning problem and propose a novel global criterion, the normalized cut, for segmenting the graph. The normalized cut criterion measures both the total dissimilarity between the different groups as well as the total similarity within the groups. We show that an efficient computational technique based on a generalized eigenvalue problem can be used to optimize this criterion. We have applied this approach to segmenting static images, as well as motion sequences, and found the results to be very encouraging.