Multidimensional Orientation Estimation with Applications to Texture Analysis and Optical Flow
IEEE Transactions on Pattern Analysis and Machine Intelligence
The Design and Use of Steerable Filters
IEEE Transactions on Pattern Analysis and Machine Intelligence
Relevance feedback and other query modification techniques
Information retrieval
International Journal of Computer Vision
Unsupervised texture segmentation using Gabor filters
Pattern Recognition
A framework for low level feature extraction
ECCV '94 Proceedings of the third European conference on Computer Vision (Vol. II)
Fast multiresolution image querying
SIGGRAPH '95 Proceedings of the 22nd annual conference on Computer graphics and interactive techniques
Direct computation of shape cues using scale-adapted spatial derivative operators
International Journal of Computer Vision - Special issue: machine vision research at the Royal Institute of Technology
Photobook: content-based manipulation of image databases
International Journal of Computer Vision
Neuro-fuzzy and soft computing: a computational approach to learning and machine intelligence
Neuro-fuzzy and soft computing: a computational approach to learning and machine intelligence
Communications of the ACM
Spectral covariance and fuzzy regions for image indexing
Machine Vision and Applications
Stochastic Complexity in Statistical Inquiry Theory
Stochastic Complexity in Statistical Inquiry Theory
Signal Processing for Computer Vision
Signal Processing for Computer Vision
Efficient Color Histogram Indexing for Quadratic Form Distance Functions
IEEE Transactions on Pattern Analysis and Machine Intelligence
Markov Random Field Models for Unsupervised Segmentation of Textured Color Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Proceedings of the International Workshop on Object Representation in Computer Vision II
ECCV '96 Proceedings of the International Workshop on Object Representation in Computer Vision II
Detecting, localizing and grouping repeated scene elements from an image
ECCV '96 Proceedings of the 4th European Conference on Computer Vision-Volume I - Volume I
Adaptive Segmentation of MRI Data
CVRMed '95 Proceedings of the First International Conference on Computer Vision, Virtual Reality and Robotics in Medicine
CAIVL '97 Proceedings of the 1997 Workshop on Content-Based Access of Image and Video Libraries (CBAIVL '97)
Configuration based scene classification and image indexing
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
Image Indexing Using Color Correlograms
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
Combining greyvalue invariants with local constraints for object recognition
CVPR '96 Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96)
CVPR '96 Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96)
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
Single color extraction and image query
ICIP '95 Proceedings of the 1995 International Conference on Image Processing (Vol. 3)-Volume 3 - Volume 3
NeTra: a toolbox for navigating large image databases
ICIP '97 Proceedings of the 1997 International Conference on Image Processing (ICIP '97) 3-Volume Set-Volume 1 - Volume 1
The Capacity and the Sensitivity of Color Histogram Indexing
The Capacity and the Sensitivity of Color Histogram Indexing
Multiscale Annealing for Real-Time Unsupervised Texture Segmentation
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
Image Segmentation by Nonparametric Clustering Based on the Kolmogorov-Smirnov Distance
ECCV '00 Proceedings of the 6th European Conference on Computer Vision-Part II
Recognizing Indoor Images with Unsupervised Segmentation and Graph Matching
IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
Scene-Centered Description from Spatial Envelope Properties
BMCV '02 Proceedings of the Second International Workshop on Biologically Motivated Computer Vision
The Truth about Corel - Evaluation in Image Retrieval
CIVR '02 Proceedings of the International Conference on Image and Video Retrieval
Image retrieval based on perceptive weighted color blocks
Pattern Recognition Letters
Search strategies in content-based image retrieval
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
The Journal of Machine Learning Research
Non-Photorealistic Rendering and Content-Based Image Retrieval
PG '03 Proceedings of the 11th Pacific Conference on Computer Graphics and Applications
Combining speech and haptics for intuitive and efficient navigation through image databases
Proceedings of the 5th international conference on Multimodal interfaces
Context-dependent segmentation and matching in image databases
Computer Vision and Image Understanding
Probabilistic Space-Time Video Modeling via Piecewise GMM
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
Comparing in situ mRNA expression patterns of drosophila embryos
RECOMB '04 Proceedings of the eighth annual international conference on Resaerch in computational molecular biology
Learning to Detect Natural Image Boundaries Using Local Brightness, Color, and Texture Cues
IEEE Transactions on Pattern Analysis and Machine Intelligence
Generating fuzzy semantic metadata describing spatial relations from images using the R-histogram
Proceedings of the 4th ACM/IEEE-CS joint conference on Digital libraries
Image Categorization by Learning and Reasoning with Regions
The Journal of Machine Learning Research
A skeletal measure of 2D shape similarity
Computer Vision and Image Understanding
The story picturing engine: finding elite images to illustrate a story using mutual reinforcement
Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
Proceedings of the ACM 2nd international workshop on Video surveillance & sensor networks
Proceedings of the 12th annual ACM international conference on Multimedia
An Attention-Based Approach to Content-Based Image Retrieval
BT Technology Journal
Scenery image segmentation using support vector machines
Fundamenta Informaticae
Eigenregions for Image Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
A unified framework for image database clustering and content-based retrieval
Proceedings of the 2nd ACM international workshop on Multimedia databases
A Generic Scheme for Color Image Retrieval Based on the Multivariate Wald-Wolfowitz Test
IEEE Transactions on Knowledge and Data Engineering
Sketch-based perception model for evaluating color segmentations
APGV '05 Proceedings of the 2nd symposium on Applied perception in graphics and visualization
Mining images on semantics via statistical learning
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Content-Based Image Retrieval Based on ROI Detection and Relevance Feedback
Multimedia Tools and Applications
A model for weighting image objects in home photographs
Proceedings of the 14th ACM international conference on Information and knowledge management
Proceedings of the 13th annual ACM international conference on Multimedia
Photo-to-search: using multimodal queries to search the web from mobile devices
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
A content-based image retrieval system for fish taxonomy
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
Attention-Based Dynamic Visual Search Using Inner-Scene Similarity: Algorithms and Bounds
IEEE Transactions on Pattern Analysis and Machine Intelligence
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
The Story Picturing Engine---a system for automatic text illustration
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
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
OCRS: an Interactive Object-based Image Clustering and Retrieval System
MDM '05 Proceedings of the 6th international workshop on Multimedia data mining: mining integrated media and complex data
Pattern Recognition Letters
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
On the convergence of image compression and object recognition
Proceedings of the 43rd annual Southeast regional conference - Volume 2
A comprehensive analysis for relevance feedback in CBIR system
SPPRA'06 Proceedings of the 24th IASTED international conference on Signal processing, pattern recognition, and applications
Incorporating real-valued multiple instance learning into relevance feedback for image retrieval
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 2
MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
Visual pattern discovery using web images
MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
Effective and efficient object-based image retrieval using visual phrases
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Automatic function selection for large scale salient object detection
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Using visual attention to extract regions of interest in the context of image retrieval
Proceedings of the 44th annual Southeast regional conference
Implicit Meshes for Effective Silhouette Handling
International Journal of Computer Vision
Pattern Recognition
Attention-driven image interpretation with application to image retrieval
Pattern Recognition
A survey of content-based image retrieval with high-level semantics
Pattern Recognition
Retrieval of images of man-made structures based on projective invariance
Pattern Recognition
Bio-mimetic learning from images using imprecise expert information
Fuzzy Sets and Systems
Visual guided navigation for image retrieval
Pattern Recognition
Content-based object organization for efficient image retrieval in image databases
Decision Support Systems
Information Processing and Management: an International Journal - Special issue: AIRS2005: Information retrieval research in Asia
Semantic categorization of digital home photo using photographic region templates
Information Processing and Management: an International Journal - Special issue: AIRS2005: Information retrieval research in Asia
Journal of Visual Communication and Image Representation
Segmentation and region of interest based image retrieval in low depth of field observations
Image and Vision Computing
Kernels on bags for multi-object database retrieval
Proceedings of the 6th ACM international conference on Image and video retrieval
A blob detector in color images
Proceedings of the 6th ACM international conference on Image and video retrieval
User-adaptive home video summarization using personal photo libraries
Proceedings of the 6th ACM international conference on Image and video retrieval
OCRS: an interactive object-based image clustering and retrieval system
Multimedia Tools and Applications
An attention-driven model for grouping similar images with image retrieval applications
EURASIP Journal on Applied Signal Processing
Region-based image retrieval using an object ontology and relevance feedback
EURASIP Journal on Applied Signal Processing
Fast unsupervised alignment of video and text for indexing/names and faces
Workshop on multimedia information retrieval on The many faces of multimedia semantics
Learning user intention in relevance feedback using optimization
Proceedings of the international workshop on Workshop on multimedia information retrieval
Globally adaptive region information for automatic color-texture image segmentation
Pattern Recognition Letters
Learning the consensus on visual quality for next-generation image management
Proceedings of the 15th international conference on Multimedia
Visible models for interactive pattern recognition
Pattern Recognition Letters
IEEE Transactions on Pattern Analysis and Machine Intelligence
Context-Based Object-Class Recognition and Retrieval by Generalized Correlograms
IEEE Transactions on Pattern Analysis and Machine Intelligence
Modeling Semantic Aspects for Cross-Media Image Indexing
IEEE Transactions on Pattern Analysis and Machine Intelligence
Web search engine multimedia functionality
Information Processing and Management: an International Journal
Combining local belief from low-level primitives for perceptual grouping
Pattern Recognition
Image retrieval: Ideas, influences, and trends of the new age
ACM Computing Surveys (CSUR)
Features for image retrieval: an experimental comparison
Information Retrieval
Mining user hidden semantics from image content for image retrieval
Journal of Visual Communication and Image Representation
Feature synthesized EM algorithm for image retrieval
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Content based video matching using spatiotemporal volumes
Computer Vision and Image Understanding
Image classification using feature subset selection
CIMMACS'06 Proceedings of the 5th WSEAS International Conference on Computational Intelligence, Man-Machine Systems and Cybernetics
Study of content-based image retrieval using parallel computing technique
CHINA HPC '07 Proceedings of the 2007 Asian technology information program's (ATIP's) 3rd workshop on High performance computing in China: solution approaches to impediments for high performance computing
KPCA for semantic object extraction in images
Pattern Recognition
Classification and annotation of digital photos using optical context data
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Content-based image retrieval with the normalized information distance
Computer Vision and Image Understanding
Local invariant feature detectors: a survey
Foundations and Trends® in Computer Graphics and Vision
Automatic colour-texture image segmentation using active contours
International Journal of Computer Mathematics - Computer Vision and Pattern Recognition
Context-sensitive queries for image retrieval in digital libraries
Journal of Intelligent Information Systems
Constructing visual phrases for effective and efficient object-based image retrieval
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Automatic detection of salient objects and spatial relations in videos for a video database system
Image and Vision Computing
Image classification using principal feature analysis
AIKED'08 Proceedings of the 7th WSEAS International Conference on Artificial intelligence, knowledge engineering and data bases
Learning Metrics Between Tree Structured Data: Application to Image Recognition
ECML '07 Proceedings of the 18th European conference on Machine Learning
Adaptive Multimedial Retrieval: Retrieval, User, and Semantics
Stochastic modeling western paintings for effective classification
Pattern Recognition
Adaptive image retrieval based on the spatial organization of colors
Computer Vision and Image Understanding
Mixed-initiative photo collage authoring
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Fusion of Multi-view Tissue Classification Based on Wound 3D Model
ACIVS '08 Proceedings of the 10th International Conference on Advanced Concepts for Intelligent Vision Systems
Performance evaluation of local colour invariants
Computer Vision and Image Understanding
Outlier detection and evaluation by network flow
International Journal of Computer Applications in Technology
Weakly Supervised Object Localization with Stable Segmentations
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
A customized Gabor filter for unsupervised color image segmentation
Image and Vision Computing
Context Driven Focus of Attention for Object Detection
Attention in Cognitive Systems. Theories and Systems from an Interdisciplinary Viewpoint
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Semantic clustering for region-based image retrieval
Journal of Visual Communication and Image Representation
A novel framework for efficient automated singer identification in large music databases
ACM Transactions on Information Systems (TOIS)
Image description with features that summarize
Computer Vision and Image Understanding
Region-based image retrieval using color-size features of watershed regions
Journal of Visual Communication and Image Representation
Query-by-Sketch Based Image Synthesis
IEICE - Transactions on Information and Systems
Efficiently support concurrent queries in multiuser CBIR systems
Multimedia Tools and Applications
FReBIR: An image retrieval system based on fuzzy region matching
Computer Vision and Image Understanding
Integrating Visual Context and Object Detection within a Probabilistic Framework
Attention in Cognitive Systems
Region and constellations based categorization of images with unsupervised graph learning
Image and Vision Computing
Computer Vision and Image Understanding
Texture map: an effective representation for image segmentation
C3S2E '09 Proceedings of the 2nd Canadian Conference on Computer Science and Software Engineering
Searching satellite imagery with integrated measures
Pattern Recognition
Image Segmentation based on Inter-feature Distance Maps
Proceedings of the 2005 conference on Artificial Intelligence Research and Development
A descriptor for large scale image retrieval based on sketched feature lines
Proceedings of the 6th Eurographics Symposium on Sketch-Based Interfaces and Modeling
Foundations and Trends in Information Retrieval
A unified image retrieval framework on local visual and semantic concept-based feature spaces
Journal of Visual Communication and Image Representation
Extraction of Windows in Facade Using Kernel on Graph of Contours
SCIA '09 Proceedings of the 16th Scandinavian Conference on Image Analysis
A statistical approach for selecting discriminative features of spatial regions of interest
Intelligent Data Analysis
Color image segmentation using an enhanced Gradient Network Method
Pattern Recognition Letters
PathMiner: a web-based tool for computer-assisted diagnostics in pathology
IEEE Transactions on Information Technology in Biomedicine
A pattern similarity scheme for medical image retrieval
IEEE Transactions on Information Technology in Biomedicine - Special section on biomedical informatics
An efficient and effective image representation for region-based image retrieval
Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, Culture and Human
Semi-automatically labeling objects in images
IEEE Transactions on Image Processing
Learning mixture models via component-wise parameter smoothing
Computational Statistics & Data Analysis
International Journal of Web and Grid Services
An empirical analysis of colour image segmentation using fuzzy c-means clustering
International Journal of Knowledge Engineering and Soft Data Paradigms
Lennard-Jones force field for geometric active contour
Signal Processing
An online advertisement platform based on image content bidding
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
A variational multi-view learning framework and its application to image segmentation
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Detecting load conditions in human walking using expectation maximization and neural networks
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Expert system for color image retrieval
Expert Systems with Applications: An International Journal
Expert system based on artificial neural networks for content-based image retrieval
Expert Systems with Applications: An International Journal
BALAS: Empirical Bayesian learning in the relevance feedback for image retrieval
Image and Vision Computing
Spatially Varying Mixtures Incorporating Line Processes for Image Segmentation
Journal of Mathematical Imaging and Vision
IEEE Transactions on Multimedia
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
A method of target recognition from remote sensing images
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Parallel scene perception on various blurry images
Proceedings of the First International Conference on Internet Multimedia Computing and Service
A Lie group based Gaussian Mixture Model distance measure for multimedia comparison
Proceedings of the First International Conference on Internet Multimedia Computing and Service
Proceedings of the 13th International Conference on Extending Database Technology
Beyond pixels: Exploiting camera metadata for photo classification
Pattern Recognition
A novel fusion approach to content-based image retrieval
Pattern Recognition
Unbalanced region matching based on two-level description for image retrieval
Pattern Recognition Letters
Gaussian mixture learning via robust competitive agglomeration
Pattern Recognition Letters
Region-based image retrieval system with heuristic pre-clustering relevance feedback
Expert Systems with Applications: An International Journal
SAFIRE: towards standardized semantic rich image annotation
AMR'06 Proceedings of the 4th international conference on Adaptive multimedia retrieval: user, context, and feedback
Semantic image retrieval using region-based relevance feedback
AMR'06 Proceedings of the 4th international conference on Adaptive multimedia retrieval: user, context, and feedback
Majority based ranking approach in web image retrieval
CIVR'03 Proceedings of the 2nd international conference on Image and video retrieval
Entropy regularization, automatic model selection, and unsupervised image segmentation
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Image modeling and segmentation using incremental Bayesian mixture models
CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns
Dynamic game level generation using on-line learning
Edutainment'07 Proceedings of the 2nd international conference on Technologies for e-learning and digital entertainment
A multiple instance learning based framework for semantic image segmentation
Multimedia Tools and Applications
Image segmentation using co-EM strategy
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
MICCAI'07 Proceedings of the 10th international conference on Medical image computing and computer-assisted intervention
Modeling user feedback using a hierarchical graphical model for interactive image retrieval
PCM'07 Proceedings of the multimedia 8th Pacific Rim conference on Advances in multimedia information processing
Stopping region-based image segmentation at meaningful partitions
SAMT'07 Proceedings of the semantic and digital media technologies 2nd international conference on Semantic Multimedia
Object-based image retrieval beyond visual appearances
MMM'08 Proceedings of the 14th international conference on Advances in multimedia modeling
A framework for visual-context-aware object detection in still images
Computer Vision and Image Understanding
A content based image retrieval system for a biological specimen collection
Computer Vision and Image Understanding
Series feature aggregation for content-based image retrieval
Computers and Electrical Engineering
Document analysis applied to fragments: feature set for the reconstruction of torn documents
DAS '10 Proceedings of the 9th IAPR International Workshop on Document Analysis Systems
Windows and facades retrieval using similarity on graph of contours
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Learning contextual rules for priming object categories in images
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
An unsupervised image segmentation algorithm based on the machine learning of appropriate features
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Technical Section: A multiresolution approach to iris synthesis
Computers and Graphics
Geometric Applications of the Split Bregman Method: Segmentation and Surface Reconstruction
Journal of Scientific Computing
Image segmentation algorithms based on the machine learning of features
Pattern Recognition Letters
An extension of the standard mixture model for image segmentation
IEEE Transactions on Neural Networks
Combining CBIR and NLP for multilingual terminology alignment and cross-language image indexing
YIWCALA '10 Proceedings of the NAACL HLT 2010 Young Investigators Workshop on Computational Approaches to Languages of the Americas
A modified support vector machine and its application to image segmentation
Image and Vision Computing
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
Feature selection using genetic algorithm and cluster validation
Expert Systems with Applications: An International Journal
Interest point and segmentation-based photo annotation
CLEF'09 Proceedings of the 10th international conference on Cross-language evaluation forum: multimedia experiments
A close-form iterative algorithm for depth inferring from a single image
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
The SEM statistical mixture model of segmentation algorithm of brain vessel image
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
Spatially coherent clustering using graph cuts
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Object-based image retrieval using the statistical structure of images
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Bayesian fusion of camera metadata cues in semantic scene classification
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Non-invasive image-based approach for early detection of acute renal rejection
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part I
ShadowDraw: real-time user guidance for freehand drawing
ACM SIGGRAPH 2011 papers
Content-based facial image retrieval using constrained independent component analysis
Information Sciences: an International Journal
Integrating hierarchical feature selection and classifier training for multi-label image annotation
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Color image segmentation using a semi-wrapped gaussian mixture model
PReMI'11 Proceedings of the 4th international conference on Pattern recognition and machine intelligence
A review on automatic image annotation techniques
Pattern Recognition
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
Evaluation of a Content-Based Retrieval System for Blood Cell Images with Automated Methods
Journal of Medical Systems
Spot detection in images with noisy background
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing: Part I
Entropy-based localization of textured regions
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing: Part I
Low-dimensional and comprehensive color texture description
Computer Vision and Image Understanding
Image clustering using multimodal keywords
SAMT'06 Proceedings of the First international conference on Semantic and Digital Media Technologies
A relevance feedback approach for content based image retrieval using gaussian mixture models
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
Topological active nets for object-based image retrieval
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I
Semantically relevant image retrieval by combining image and linguistic analysis
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part II
Shape retrieval by principal components descriptor
ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II
Object detection in multi-channel and multi-scale images based on the structural tensor
CAIP'05 Proceedings of the 11th international conference on Computer Analysis of Images and Patterns
Interest region-based image retrieval system based on graph-cut segmentation and feature vectors
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
Combining visual features for medical image retrieval and annotation
CLEF'05 Proceedings of the 6th international conference on Cross-Language Evalution Forum: accessing Multilingual Information Repositories
Home photo categorization based on photographic region templates
AIRS'05 Proceedings of the Second Asia conference on Asia Information Retrieval Technology
A structured learning approach to semantic photo indexing and query
AIRS'05 Proceedings of the Second Asia conference on Asia Information Retrieval Technology
Integrating textual and visual information for cross-language image retrieval
AIRS'05 Proceedings of the Second Asia conference on Asia Information Retrieval Technology
Efficient shape indexing using an information theoretic representation
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
Region-based image clustering and retrieval using multiple instance learning
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
On image retrieval using salient regions with vector-spaces and latent semantics
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
Heuristic pre-clustering relevance feedback in region-based image retrieval
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part II
Fast query point movement techniques with relevance feedback for content-based image retrieval
EDBT'06 Proceedings of the 10th international conference on Advances in Database Technology
Evaluation of distances between color image segmentations
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part II
Studying aesthetics in photographic images using a computational approach
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
An approach of multi-level semantics abstraction
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
A CLS hierarchy for the classification of images
MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence
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
Automatic color-texture image segmentation by using active contours
IWICPAS'06 Proceedings of the 2006 Advances in Machine Vision, Image Processing, and Pattern Analysis international conference on Intelligent Computing in Pattern Analysis/Synthesis
NPIC: hierarchical synthetic image classification using image search and generic features
CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval
Lip localization based on active shape model and gaussian mixture model
PSIVT'06 Proceedings of the First Pacific Rim conference on Advances in Image and Video Technology
A multiple instance approach for keyword-based retrieval in un-annotated image database
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
Clustering for image retrieval via improved Fuzzy-ART
ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part IV
Using segmented objects in ostensive video shot retrieval
AMR'05 Proceedings of the Third international conference on Adaptive Multimedia Retrieval: user, context, and feedback
Spatial color image segmentation based on finite non-Gaussian mixture models
Expert Systems with Applications: An International Journal
KSEM'11 Proceedings of the 5th international conference on Knowledge Science, Engineering and Management
Feature point extraction from the local frequency map of an image
Journal of Electrical and Computer Engineering
Accurate and discernible photocollages
CAe '12 Proceedings of the Eighth Annual Symposium on Computational Aesthetics in Graphics, Visualization, and Imaging
Incorporating shape into spatially-aware adaptive object segmentation algorithm
Proceedings of the Fifth International C* Conference on Computer Science and Software Engineering
Scenery Image Segmentation Using Support Vector Machines
Fundamenta Informaticae
Evaluating a color-based active basis model for object recognition
Computer Vision and Image Understanding
Object-based image retrieval with kernel on adjacency matrix and local combined features
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Analysis of document snippets as a basis for reconstruction
VAST'09 Proceedings of the 10th International conference on Virtual Reality, Archaeology and Cultural Heritage
Codebook design of keyblock based image retrieval
ICEC'07 Proceedings of the 6th international conference on Entertainment Computing
Using visual dictionary to associate semantic objects in region-based image retrieval
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Proceedings of the 20th ACM international conference on Multimedia
Journal of Visual Communication and Image Representation
Improving bag-of-visual-words model with spatial-temporal correlation for video retrieval
Proceedings of the 21st ACM international conference on Information and knowledge management
Learning-based object segmentation using regional spatial templates and visual features
ICCVG'12 Proceedings of the 2012 international conference on Computer Vision and Graphics
Color image segmentation based on the block homogeneity
ICCCI'12 Proceedings of the 4th international conference on Computational Collective Intelligence: technologies and applications - Volume Part I
An Image Clustering and Feedback-based Retrieval Framework
International Journal of Multimedia Data Engineering & Management
Image Retrieval based on HSV Feature and Regional Shannon Entropy
International Journal of Software Science and Computational Intelligence
Content-based texture image retrieval using fuzzy class membership
Pattern Recognition Letters
Toward parts-based scene understanding with pixel-support parts-sparse pictorial structures
Pattern Recognition Letters
SOM and fuzzy based color image segmentation
Multimedia Tools and Applications
Region segmentation and object extraction based on virtual edge and global features
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume Part I
Dictionary-based color image retrieval using multiset theory
Journal of Visual Communication and Image Representation
An SDP approach for ℓ0-minimization: Application to ARX model segmentation
Automatica (Journal of IFAC)
Information Sciences: an International Journal
Clustering results of image searches by annotations and visual features
Telematics and Informatics
An Eulerian method for computing the coherent ergodic partition of continuous dynamical systems
Journal of Computational Physics
Multi-objective image segmentation with an interactive evolutionary computation approach
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Computational intelligence models for image processing and information reasoning
Hi-index | 0.16 |
Retrieving images from large and varied collections using image content as a key is a challenging and important problem. We present a new image representation that provides a transformation from the raw pixel data to a small set of image regions that are coherent in color and texture. This "Blobworld" representation is created by clustering pixels in a joint color-texture-position feature space. The segmentation algorithm is fully automatic and has been run on a collection of 10,000 natural images. We describe a system that uses the Blobworld representation to retrieve images from this collection. An important aspect of the system is that the user is allowed to view the internal representation of the submitted image and the query results. Similar systems do not offer the user this view into the workings of the system; consequently, query results from these systems can be inexplicable, despite the availability of knobs for adjusting the similarity metrics. By finding image regions that roughly correspond to objects, we allow querying at the level of objects rather than global image properties. We present results indicating that querying for images using Blobworld produces higher precision than does querying using color and texture histograms of the entire image in cases where the image contains distinctive objects.