A Unified Approach to the Change of Resolution: Space and Gray-Level
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multichannel Texture Analysis Using Localized Spatial Filters
IEEE Transactions on Pattern Analysis and Machine Intelligence
The theory and applications of algebraic metric spaces
The theory and applications of algebraic metric spaces
Elements of information theory
Elements of information theory
International Journal of Computer Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
Periodicity, Directionality, and Randomness: Wold Features for Image Modeling and Retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
A technical introduction to digital video
A technical introduction to digital video
Texture Features for Browsing and Retrieval of Image Data
IEEE Transactions on Pattern Analysis and Machine Intelligence
Distance-based indexing for high-dimensional metric spaces
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
Nearest neighbor queries in metric spaces
STOC '97 Proceedings of the twenty-ninth annual ACM symposium on Theory of computing
Multidimensional binary search trees used for associative searching
Communications of the ACM
Efficient Color Histogram Indexing for Quadratic Form Distance Functions
IEEE Transactions on Pattern Analysis and Machine Intelligence
Non-parametric Similarity Measures for Unsupervised Texture Segmentation and Image Retrieval
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
FOCUS: Searching for Multi-colored Objects in a Diverse Image Database
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
A new polynomial-time algorithm for linear programming
STOC '84 Proceedings of the sixteenth annual ACM symposium on Theory of computing
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
Computer Vision and Image Understanding
Image Classification by Web Images
PRICAI '02 Proceedings of the 7th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
An Experiment on Generic Image Classification Using Web Images
PCM '02 Proceedings of the Third IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Generic image classification using visual knowledge on the web
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Dissimilarity-based classification of spectra: computational issues
Real-Time Imaging - Special issue on spectral imaging
Approximate Selection Queries over Imprecise Data
ICDE '04 Proceedings of the 20th International Conference on Data Engineering
ACM SIGGRAPH 2004 Papers
Proceedings of the ACM 2nd international workshop on Video surveillance & sensor networks
Proceedings of the 12th annual ACM international conference on Multimedia
Image similarity search with compact data structures
Proceedings of the thirteenth ACM international conference on Information and knowledge management
Local and Global Comparison of Continuous Functions
VIS '04 Proceedings of the conference on Visualization '04
Natural Image Statistics for Natural Image Segmentation
International Journal of Computer Vision
Query by image and video content: a colored-based stochastic model approach
Data & Knowledge Engineering
A Sparse Texture Representation Using Local Affine Regions
IEEE Transactions on Pattern Analysis and Machine Intelligence
Nonembeddability theorems via Fourier analysis
FOCS '05 Proceedings of the 46th Annual IEEE Symposium on Foundations of Computer Science
The earth mover's distance as a semantic measure for document similarity
Proceedings of the 14th ACM international conference on Information and knowledge management
Semantic manifold learning for image retrieval
Proceedings of the 13th annual ACM international conference on Multimedia
Learning with non-metric proximity matrices
Proceedings of the 13th annual ACM international conference on Multimedia
Attention-Based Dynamic Visual Search Using Inner-Scene Similarity: Algorithms and Bounds
IEEE Transactions on Pattern Analysis and Machine Intelligence
Tone Reproduction: A Perspective from Luminance-Driven Perceptual Grouping
International Journal of Computer Vision
Interactive 3D reconstruction from multiple images: A primitive-based approach
Pattern Recognition Letters
Object Recognition as Many-to-Many Feature Matching
International Journal of Computer Vision
Computational Geometry: Theory and Applications - Special issue on the Japan conference on discrete and computational geometry 2004
Computer Vision and Image Understanding
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
The representation and matching of categorical shape
Computer Vision and Image Understanding
Similarity learning via dissimilarity space in CBIR
MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
Efficient filtering with sketches in the ferret toolkit
MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
Dictionary attacks using keyboard acoustic emanations
Proceedings of the 13th ACM conference on Computer and communications security
A scalable service for photo annotation, sharing, and search
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Ferret: a toolkit for content-based similarity search of feature-rich data
Proceedings of the 1st ACM SIGOPS/EuroSys European Conference on Computer Systems 2006
Signatures versus histograms: Definitions, distances and algorithms
Pattern Recognition
International Journal of Computer Vision
An adaptive focus-of-attention model for video surveillance and monitoring
Machine Vision and Applications
The Pyramid Match Kernel: Efficient Learning with Sets of Features
The Journal of Machine Learning Research
Deformable Model Retrieval Based on Topological and Geometric Signatures
IEEE Transactions on Visualization and Computer Graphics
An Efficient Earth Mover's Distance Algorithm for Robust Histogram Comparison
IEEE Transactions on Pattern Analysis and Machine Intelligence
Dirichlet aggregation: unsupervised learning towards an optimal metric for proportional data
Proceedings of the 24th international conference on Machine learning
A novel document similarity measure based on earth mover's distance
Information Sciences: an International Journal
A near linear time constant factor approximation for Euclidean bichromatic matching (cost)
SODA '07 Proceedings of the eighteenth annual ACM-SIAM symposium on Discrete algorithms
Logotype detection to support semantic-based video annotation
Image Communication
Emotion-based impressionism slideshow with automatic music accompaniment
Proceedings of the 15th international conference on Multimedia
Unified framework for fast exact and approximate search in dissimilarity spaces
ACM Transactions on Database Systems (TODS)
A model-based approach to junction detection using radial energy
Pattern Recognition
Shape representation by a network of V4-like cells
Neural Networks
Matching point sets with respect to the Earth Mover's Distance
Computational Geometry: Theory and Applications
Using active learning to annotate microscope images of parasite eggs
Artificial Intelligence Review
From Aardvark to Zorro: A Benchmark for Mammal Image Classification
International Journal of Computer Vision
Earth mover distance over high-dimensional spaces
Proceedings of the nineteenth annual ACM-SIAM symposium on Discrete algorithms
Image retrieval: Ideas, influences, and trends of the new age
ACM Computing Surveys (CSUR)
Interactive access to large image collections using similarity-based visualization
Journal of Visual Languages and Computing
Face swapping: automatically replacing faces in photographs
ACM SIGGRAPH 2008 papers
Unsupervised segmentation of natural images via lossy data compression
Computer Vision and Image Understanding
Making colors worth more than a thousand words
Proceedings of the 2008 ACM symposium on Applied computing
Content based video matching using spatiotemporal volumes
Computer Vision and Image Understanding
Scalable landmark recognition using EXTENT
Multimedia Tools and Applications
Visual door detection integrating appearance and shape cues
Robotics and Autonomous Systems
Document similarity based on concept tree distance
Proceedings of the nineteenth ACM conference on Hypertext and hypermedia
Anthropocentric video segmentation for lecture webcasts
Journal on Image and Video Processing - Anthropocentric Video Analysis: Tools and Applications
Combination of accumulated motion and color segmentation for human activity analysis
Journal on Image and Video Processing - Anthropocentric Video Analysis: Tools and Applications
Image categorization: Graph edit distance+edge direction histogram
Pattern Recognition
Object retrieval using configurations of salient regions
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Tailoring density estimation via reproducing kernel moment matching
Proceedings of the 25th international conference on Machine learning
On a capacitated multivehicle routing problem
Proceedings of the twenty-seventh ACM symposium on Principles of distributed computing
Motion and Appearance Nonparametric Joint Entropy for Video Segmentation
International Journal of Computer Vision
A Case-Based Approach to Anomaly Intrusion Detection
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
ICCBR '07 Proceedings of the 7th international conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Real-Time Recognition of Human Gestures for 3D Interaction
AMDO '08 Proceedings of the 5th international conference on Articulated Motion and Deformable Objects
Optimal Random Matchings on Trees and Applications
APPROX '08 / RANDOM '08 Proceedings of the 11th international workshop, APPROX 2008, and 12th international workshop, RANDOM 2008 on Approximation, Randomization and Combinatorial Optimization: Algorithms and Techniques
Exploratory Identification of Image-Based Biomarkers for Solid Mass Pulmonary Tumors
MICCAI '08 Proceedings of the 11th international conference on Medical Image Computing and Computer-Assisted Intervention - Part I
Adaptive image retrieval based on the spatial organization of colors
Computer Vision and Image Understanding
Speed up semantic search in p2p networks
Proceedings of the 17th ACM conference on Information and knowledge management
Efficiently matching sets of features with random histograms
MM '08 Proceedings of the 16th ACM international conference on Multimedia
SIFT-Bag kernel for video event analysis
MM '08 Proceedings of the 16th ACM international conference on Multimedia
A string matching approach for visual retrieval and classification
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Detection of hard cuts and gradual transitions from video using fuzzy logic
International Journal of Artificial Intelligence and Soft Computing
Optimal incremental multi-step nearest-neighbor search
Proceedings of the 16th ACM SIGSPATIAL international conference on Advances in geographic information systems
Viewpoint Invariant Pedestrian Recognition with an Ensemble of Localized Features
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Overcoming the l1 non-embeddability barrier: algorithms for product metrics
SODA '09 Proceedings of the twentieth Annual ACM-SIAM Symposium on Discrete Algorithms
International Journal of Robotics Research
Visual word proximity and linguistics for semantic video indexing and near-duplicate retrieval
Computer Vision and Image Understanding
The Many Facets of Progressive Retrieval for CBIR
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Toward natural interaction through visual recognition of body gestures in real-time
Interacting with Computers
Region-based image retrieval using color-size features of watershed regions
Journal of Visual Communication and Image Representation
Möbius voting for surface correspondence
ACM SIGGRAPH 2009 papers
Color learning and illumination invariance on mobile robots: A survey
Robotics and Autonomous Systems
Histogram of oriented rectangles: A new pose descriptor for human action recognition
Image and Vision Computing
Reference-driven performance anomaly identification
Proceedings of the eleventh international joint conference on Measurement and modeling of computer systems
Measuring the Similarity of Geometric Graphs
SEA '09 Proceedings of the 8th International Symposium on Experimental Algorithms
Foundations and Trends in Information Retrieval
On Computing Canonical Subsets of Graph-Based Behavioral Representations
GbRPR '09 Proceedings of the 7th IAPR-TC-15 International Workshop on Graph-Based Representations in Pattern Recognition
Case-Based Support for Forestry Decisions: How to See the Wood from the Trees
ICCBR '09 Proceedings of the 8th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Foreground Focus: Unsupervised Learning from Partially Matching Images
International Journal of Computer Vision
Many-to-Many Matching under the l1 Norm
ICIAP '09 Proceedings of the 15th International Conference on Image Analysis and Processing
Dimension amnesic pyramid match kernel
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
A comparative evaluation of interactive segmentation algorithms
Pattern Recognition
Permanents, transport polytopes and positive definite kernels on histograms
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Effective semantic classification of consumer events for automatic content management
WSM '09 Proceedings of the first SIGMM workshop on Social media
Signature quadratic form distances for content-based similarity
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Fast near duplicate detection for personal image collections
MM '09 Proceedings of the 17th ACM international conference on Multimedia
A Robust and Efficient Approach for Human Tracking in Multi-camera Systems
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
Automatic event-level textual emotion sensing using mutual action histogram between entities
Expert Systems with Applications: An International Journal
Appearance based retrieval for tracked objects in surveillance videos
Proceedings of the ACM International Conference on Image and Video Retrieval
Computational Geometry: Theory and Applications - Special issue on the Japan conference on discrete and computational geometry 2004
Computer Vision and Image Understanding
Improving face recognition via narrowband spectral range selection using Jeffrey divergence
IEEE Transactions on Information Forensics and Security
Exploiting the human-machine gap in image recognition for designing CAPTCHAs
IEEE Transactions on Information Forensics and Security
Beyond distance measurement: constructing neighborhood similarity for video annotation
IEEE Transactions on Multimedia - Special section on communities and media computing
An efficient near-duplicate video shot detection method using shot-based interest points
IEEE Transactions on Multimedia
Scale-rotation invariant pattern entropy for keypoint-based near-duplicate detection
IEEE Transactions on Image Processing
Attributed relational graph matching based on the nested assignment structure
Pattern Recognition
HAMSTER: using search clicklogs for schema and taxonomy matching
Proceedings of the VLDB Endowment
A Shape Relationship Descriptor for Radiation Therapy Planning
MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part II
Web Image Retrieval for Abstract Queries Using Text and Image Information
AIRS '09 Proceedings of the 5th Asia Information Retrieval Symposium on Information Retrieval Technology
Degree of Association between Documents Using Association Mechanism
KES '09 Proceedings of the 13th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems: Part I
Nonparametric Intensity Priors for Level Set Segmentation of Low Contrast Structures
MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part I
Region Graph Spectra as Geometric Global Image Features
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part I
Human Activity Recognition Based on $\Re$ Transform and Fourier Mellin Transform
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part II
Automatic Detection of Object of Interest and Tracking in Active Video
PCM '09 Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Soccer Video Shot Classification Based on Color Characterization Using Dominant Sets Clustering
PCM '09 Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
An incremental Bhattacharyya dissimilarity measure for particle filtering
Pattern Recognition
iSlideShow: a content-aware slideshow system
Proceedings of the 15th international conference on Intelligent user interfaces
Towards optimal indexing for relevance feedback in large image databases
IEEE Transactions on Image Processing
A Lie group based Gaussian Mixture Model distance measure for multimedia comparison
Proceedings of the First International Conference on Internet Multimedia Computing and Service
An investigation into the relationship between semantic and content based similarity using LIDC
Proceedings of the international conference on Multimedia information retrieval
Stratification-based keyframe cliques for removal of near-duplicates in video search results
Proceedings of the international conference on Multimedia information retrieval
Modelling human perception of static facial expressions
Image and Vision Computing
Generalized sparse MRF appearance models
Image and Vision Computing
Numerical sequence matching based on local sum functions
Pattern Recognition Letters
Many-to-many matching of scale-space feature hierarchies using metric embedding
Scale Space'03 Proceedings of the 4th international conference on Scale space methods in computer vision
Comparing sets of 3D digital shapes through topological structures
GbRPR'07 Proceedings of the 6th IAPR-TC-15 international conference on Graph-based representations in pattern recognition
Extracting salient points and parts of shapes using modified kd-trees
CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns
A computational system for investigating chemotaxis-based cell aggregation
ECAL'07 Proceedings of the 9th European conference on Advances in artificial life
Visualizing differences in web search algorithms using the expected weighted hoeffding distance
Proceedings of the 19th international conference on World wide web
Improved object tracking using an adaptive colour model
EMMCVPR'07 Proceedings of the 6th international conference on Energy minimization methods in computer vision and pattern recognition
A new algorithm to compute the distance between multi-dimensional histograms
CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
A semi-supervised learning method for motility disease diagnostic
CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
A semi-automatic feature selecting method for sports video highlight annotation
VISUAL'07 Proceedings of the 9th international conference on Advances in visual information systems
Human action recognition using distribution of oriented rectangular patches
Proceedings of the 2nd conference on Human motion: understanding, modeling, capture and animation
Comparing dissimilarity measures for content-based image retrieval
AIRS'08 Proceedings of the 4th Asia information retrieval conference on Information retrieval technology
Effectiveness of optimal incremental multi-step nearest neighbor search
Expert Systems with Applications: An International Journal
Diagnostic system for intestinal motility disfunctions using video capsule endoscopy
ICVS'08 Proceedings of the 6th international conference on Computer vision systems
Bayesian optimization for sensor set selection
Proceedings of the 9th ACM/IEEE International Conference on Information Processing in Sensor Networks
Performance measures for object detection evaluation
Pattern Recognition Letters
System architecture of a web service for Content-Based Image Retrieval
Proceedings of the ACM International Conference on Image and Video Retrieval
Signature Quadratic Form Distance
Proceedings of the ACM International Conference on Image and Video Retrieval
Structural similarity metrics for texture analysis and retrieval
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Spectral-Driven Isometry-Invariant Matching of 3D Shapes
International Journal of Computer Vision
Learning Robust Similarity Measures for 3D Partial Shape Retrieval
International Journal of Computer Vision
Computing Color Transforms with Applications to Image Editing
Journal of Mathematical Imaging and Vision
Texture classification by modeling joint distributions of local patterns with Gaussian mixtures
IEEE Transactions on Image Processing
International Journal of Intelligent Systems Technologies and Applications
Histogram similarity measure using variable bin size distance
Computer Vision and Image Understanding
Adaptive intensity models for probabilistic tracking of 3D vasculature
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
Cell segmentation in microscopy imagery using a bag of local Bayesian classifiers
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
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
Graph-based morphological processing of multivariate microscopy images and data bases
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
Detecting intra-room mobility with signal strength descriptors
Proceedings of the eleventh ACM international symposium on Mobile ad hoc networking and computing
Similarity matrix compression for efficient signature quadratic form distance computation
Proceedings of the Third International Conference on SImilarity Search and APplications
Near-duplicate keyframe retrieval by semi-supervised learning and nonrigid image matching
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
A coarse-to-fine framework to efficiently thwart plagiarism
Pattern Recognition
Feature map hashing: sub-linear indexing of appearance and global geometry
Proceedings of the international conference on Multimedia
Music recommendation by unified hypergraph: combining social media information and music content
Proceedings of the international conference on Multimedia
K-way min-max cut for image clustering and junk images filtering from Google images
Proceedings of the international conference on Multimedia
3D object retrieval with bag-of-region-words
Proceedings of the international conference on Multimedia
Shape comparison through mutual distances of real functions
Proceedings of the ACM workshop on 3D object retrieval
ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Dissimilarity-based multiple instance learning
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
Efficiently finding similar objects on ontologies using earth mover's distance
DEXA'10 Proceedings of the 21st international conference on Database and expert systems applications: Part II
Spatially-sensitive affine-invariant image descriptors
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
The quadratic-chi histogram distance family
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Geodesic shape retrieval via optimal mass transport
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Video analysis based on mutual information
ICCVG'10 Proceedings of the 2010 international conference on Computer vision and graphics: Part II
Review article: Edge and line oriented contour detection: State of the art
Image and Vision Computing
Shape google: Geometric words and expressions for invariant shape retrieval
ACM Transactions on Graphics (TOG)
Variational inference with graph regularization for image annotation
ACM Transactions on Intelligent Systems and Technology (TIST)
Fast local color transfer via dominant colors mapping
ACM SIGGRAPH ASIA 2010 Sketches
Efficient and effective similarity search over probabilistic data based on earth mover's distance
Proceedings of the VLDB Endowment
Geodesic Methods in Computer Vision and Graphics
Foundations and Trends® in Computer Graphics and Vision
Automatic video genre categorization and event detection techniques on large-scale sports data
Proceedings of the 2010 Conference of the Center for Advanced Studies on Collaborative Research
Unsupervised learning of brain states from fMRI data
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part II
Acoustic side-channel attacks on printers
USENIX Security'10 Proceedings of the 19th USENIX conference on Security
A new pose-based representation for recognizing actions from multiple cameras
Computer Vision and Image Understanding
A novel contour descriptor for 2D shape matching and its application to image retrieval
Image and Vision Computing
SABRE: a Sensitive Attribute Bucketization and REdistribution framework for t-closeness
The VLDB Journal — The International Journal on Very Large Data Bases
Linear discriminant analysis for signatures
IEEE Transactions on Neural Networks
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part I
Facial expression recognition on hexagonal structure using LBP-based histogram variances
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part II
Visual tracking using the Earth Mover's Distance between Gaussian mixtures and Kalman filtering
Image and Vision Computing
Cartoon synthesis using constrained spreading activation network
Multimedia Tools and Applications
Localized earth mover's distance for robust histogram comparison
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part I
ACM SIGGRAPH 2011 papers
ACM SIGGRAPH 2011 papers
Many-to-many graph matching via metric embedding
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Efficient clustering earth mover's distance
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part II
Efficient many-to-many feature matching under the l1 norm
Computer Vision and Image Understanding
Detecting cross-browser issues in web applications
Proceedings of the 33rd International Conference on Software Engineering
Footwear print retrieval system for real crime scene marks
IWCF'10 Proceedings of the 4th international conference on Computational forensics
Indexing the signature quadratic form distance for efficient content-based multimedia retrieval
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
K-median clustering, model-based compressive sensing, and sparse recovery for earth mover distance
Proceedings of the forty-third annual ACM symposium on Theory of computing
Object categorization using bone graphs
Computer Vision and Image Understanding
Parameterized earth mover's distance for efficient metric space indexing
Proceedings of the Fourth International Conference on SImilarity Search and APplications
Correntropy based feature selection using binary projection
Pattern Recognition
Local histograms of character N-grams for authorship attribution
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Unsupervised clustering of multidimensional distributions using earth mover distance
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Protecting location privacy using location semantics
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Displacement interpolation using Lagrangian mass transport
Proceedings of the 2011 SIGGRAPH Asia Conference
Towards automatic concept transfer
Proceedings of the ACM SIGGRAPH/Eurographics Symposium on Non-Photorealistic Animation and Rendering
People detection using color and depth images
MCPR'11 Proceedings of the Third Mexican conference on Pattern recognition
Person re-identification using appearance classification
ICIAR'11 Proceedings of the 8th international conference on Image analysis and recognition - Volume Part II
Route classification using cellular handoff patterns
Proceedings of the 13th international conference on Ubiquitous computing
Proceedings of the 13th international conference on Ubiquitous computing
Texture segmentation via non-local non-parametric active contours
EMMCVPR'11 Proceedings of the 8th international conference on Energy minimization methods in computer vision and pattern recognition
Getting robust observation for single object tracking: a statistical Kernel-based approach
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part I
Transportation Distances on the Circle
Journal of Mathematical Imaging and Vision
Multimedia Tools and Applications
Automatic Detection of Object of Interest and Tracking in Active Video
Journal of Signal Processing Systems
Using rich social media information for music recommendation via hypergraph model
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) - Special section on ACM multimedia 2010 best paper candidates, and issue on social media
Sorting atomic activities for discovering spatio-temporal patterns in dynamic scenes
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing: Part I
Image retrieval based on Gaussian mixture approach to color localization
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing: Part I
Non-parametric population analysis of cellular phenotypes
MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part II
Shape abstraction through multiple optimal solutions
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part II
A linear-time approximation of the earth mover's distance
Proceedings of the 20th ACM international conference on Information and knowledge management
Processing the signature quadratic form distance on many-core GPU architectures
Proceedings of the 20th ACM international conference on Information and knowledge management
A multi-level matching method with hybrid similarity for document retrieval
Expert Systems with Applications: An International Journal
Robust hand gesture recognition based on finger-earth mover's distance with a commodity depth camera
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Exploring latent class information for image retrieval using the bag-of-feature model
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Modeling multimedia contents through probabilistic feature signatures
MM '11 Proceedings of the 19th ACM international conference on Multimedia
AIEMPro '11 Proceedings of the 2011 ACM international workshop on Automated media analysis and production for novel TV services
Low-dimensional and comprehensive color texture description
Computer Vision and Image Understanding
Heat diffusion based dissimilarity analysis for schizophrenia classification
PRIB'11 Proceedings of the 6th IAPR international conference on Pattern recognition in bioinformatics
Mining image databases by content
BNCOD'11 Proceedings of the 28th British national conference on Advances in databases
Distribution-aware image color transfer
SIGGRAPH Asia 2011 Sketches
Indexing the earth mover's distance using normal distributions
Proceedings of the VLDB Endowment
A fast and exact modulo-distance between histograms
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
An efficient distance between multi-dimensional histograms for comparing images
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Performance evaluation of image segmentation
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I
Sampling strategies for bag-of-features image classification
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
Quantification of emphysema severity by histogram analysis of CT scans
MICCAI'05 Proceedings of the 8th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
A fast distance between histograms
CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications
Matching point sets with respect to the earth mover’s distance
ESA'05 Proceedings of the 13th annual European conference on Algorithms
EMD-based video clip retrieval by many-to-many matching
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
An effective multi-dimensional index strategy for cluster architectures
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
Region filtering using color and texture features for image retrieval
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
A regional image fusion based on similarity characteristics
Signal Processing
A fully Bayesian model based on reversible jump MCMC and finite Beta mixtures for clustering
Expert Systems with Applications: An International Journal
Comparative study of global color and texture descriptors for web image retrieval
Journal of Visual Communication and Image Representation
Indexing spatially sensitive distance measures using multi-resolution lower bounds
EDBT'06 Proceedings of the 10th international conference on Advances in Database Technology
Compressed Histogram of Gradients: A Low-Bitrate Descriptor
International Journal of Computer Vision
OSCAR: On-Site Composition and Aesthetics Feedback Through Exemplars for Photographers
International Journal of Computer Vision
Using earth mover's distance for audio clip retrieval
PCM'06 Proceedings of the 7th Pacific Rim conference on Advances in Multimedia Information Processing
Adaptive visual regions categorization with sets of points of interest
PCM'06 Proceedings of the 7th Pacific Rim conference on Advances in Multimedia Information Processing
Approximation algorithms for computing the earth mover's distance under transformations
ISAAC'05 Proceedings of the 16th international conference on Algorithms and Computation
Studying aesthetics in photographic images using a computational approach
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
EMD-L1: an efficient and robust algorithm for comparing histogram-based descriptors
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
MDAI'05 Proceedings of the Second international conference on Modeling Decisions for Artificial Intelligence
A new approach to human motion sequence recognition with application to diving actions
MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
A new MPEG-7 standard: perceptual 3-D shape descriptor
PCM'04 Proceedings of the 5th Pacific Rim Conference on Advances in Multimedia Information Processing - Volume Part II
Discriminative features for image classification and retrieval
Pattern Recognition Letters
Probabilistic subgraph matching based on convex relaxation
EMMCVPR'05 Proceedings of the 5th international conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Accurate Object Recognition with Shape Masks
International Journal of Computer Vision
Salience-preserving image composition with luminance consistency
IWICPAS'06 Proceedings of the 2006 Advances in Machine Vision, Image Processing, and Pattern Analysis international conference on Intelligent Computing in Pattern Analysis/Synthesis
Human action recognition under log-euclidean riemannian metric
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part I
Keyframe retrieval by keypoints: can point-to-point matching help?
CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval
NPIC: hierarchical synthetic image classification using image search and generic features
CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval
A Generic Approach for Systematic Analysis of Sports Videos
ACM Transactions on Intelligent Systems and Technology (TIST)
Using Clustering and Metric Learning to Improve Science Return of Remote Sensed Imagery
ACM Transactions on Intelligent Systems and Technology (TIST)
Expert Systems with Applications: An International Journal
A 3D geometry search engine in support of learning
ICWL'07 Proceedings of the 6th international conference on Advances in web based learning
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We investigate the properties of a metric between two distributions, the Earth Mover's Distance (EMD), for content-based image retrieval. The EMD is based on the minimal cost that must be paid to transform one distribution into the other, in a precise sense, and was first proposed for certain vision problems by Peleg, Werman, and Rom. For image retrieval, we combine this idea with a representation scheme for distributions that is based on vector quantization. This combination leads to an image comparison framework that often accounts for perceptual similarity better than other previously proposed methods. The EMD is based on a solution to the transportation problem from linear optimization, for which efficient algorithms are available, and also allows naturally for partial matching. It is more robust than histogram matching techniques, in that it can operate on variable-length representations of the distributions that avoid quantization and other binning problems typical of histograms. When used to compare distributions with the same overall mass, the EMD is a true metric. In this paper we focus on applications to color and texture, and we compare the retrieval performance of the EMD with that of other distances.