Classification of Rotated and Scaled Textured Images Using Gaussian Markov Random Field Models
IEEE Transactions on Pattern Analysis and Machine Intelligence
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
Texture Features for Browsing and Retrieval of Image Data
IEEE Transactions on Pattern Analysis and Machine Intelligence
Support Vector Machines for 3D Object Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Reflectance and texture of real-world surfaces
ACM Transactions on Graphics (TOG)
Using Spin Images for Efficient Object Recognition in Cluttered 3D Scenes
IEEE Transactions on Pattern Analysis and Machine Intelligence
Feature Detection with Automatic Scale Selection
International Journal of Computer Vision
Recognition without Correspondence using MultidimensionalReceptive Field Histograms
International Journal of Computer Vision
The Earth Mover's Distance as a Metric for Image Retrieval
International Journal of Computer Vision
Representing and Recognizing the Visual Appearance of Materials using Three-dimensional Textons
International Journal of Computer Vision
Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond
Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond
An Affine Invariant Interest Point Detector
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
Learning a Sparse Representation for Object Detection
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Classifying Images of Materials: Achieving Viewpoint and Illumination Independence
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
X-means: Extending K-means with Efficient Estimation of the Number of Clusters
ICML '00 Proceedings of the Seventeenth International Conference on Machine Learning
Recognition with Local Features: the Kernel Recipe
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
Combining Gradient and Albedo Data for Rotation Invariant Classification of 3D Surface Texture
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
Video Google: A Text Retrieval Approach to Object Matching in Videos
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
Spectral Grouping Using the Nyström Method
IEEE Transactions on Pattern Analysis and Machine Intelligence
Scale & Affine Invariant Interest Point Detectors
International Journal of Computer Vision
Distinctive Image Features from Scale-Invariant Keypoints
International Journal of Computer Vision
Object Categorization via Local Kernels
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 2 - Volume 02
Pictorial Structures for Object Recognition
International Journal of Computer Vision
CVPRW '04 Proceedings of the 2004 Conference on Computer Vision and Pattern Recognition Workshop (CVPRW'04) Volume 12 - Volume 12
Shape Matching and Object Recognition Using Low Distortion Correspondences
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 1 - Volume 01
Discriminative Training for Object Recognition Using Image Patches
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 2 - Volume 02
Mercer Kernels for Object Recognition with Local Features
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 2 - Volume 02
A Bayesian Hierarchical Model for Learning Natural Scene Categories
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 2 - Volume 02
Efficient Image Matching with Distributions of Local Invariant Features
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 2 - Volume 02
A Sparse Texture Representation Using Local Affine Regions
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Performance Evaluation of Local Descriptors
IEEE Transactions on Pattern Analysis and Machine Intelligence
Discovering Objects and their Localization in Images
ICCV '05 Proceedings of the Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1 - Volume 01
Creating Efficient Codebooks for Visual Recognition
ICCV '05 Proceedings of the Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1 - Volume 01
Modeling Scenes with Local Descriptors and Latent Aspects
ICCV '05 Proceedings of the Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1 - Volume 01
The Pyramid Match Kernel: Discriminative Classification with Sets of Image Features
ICCV '05 Proceedings of the Tenth IEEE International Conference on Computer Vision - Volume 2
Support vector machines for region-based image retrieval
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 1
Cue integration through discriminative accumulation
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
The 2005 PASCAL visual object classes challenge
MLCW'05 Proceedings of the First international conference on Machine Learning Challenges: evaluating Predictive Uncertainty Visual Object Classification, and Recognizing Textual Entailment
Improving a discriminative approach to object recognition using image patches
PR'05 Proceedings of the 27th DAGM conference on Pattern Recognition
Support vector machines for histogram-based image classification
IEEE Transactions on Neural Networks
Representing shape with a spatial pyramid kernel
Proceedings of the 6th ACM international conference on Image and video retrieval
Groups of Adjacent Contour Segments for Object Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Learning to Recognize Objects with Little Supervision
International Journal of Computer Vision
From Aardvark to Zorro: A Benchmark for Mammal Image Classification
International Journal of Computer Vision
Robust Object Detection with Interleaved Categorization and Segmentation
International Journal of Computer Vision
Human-aided computing: utilizing implicit human processing to classify images
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Content based video matching using spatiotemporal volumes
Computer Vision and Image Understanding
Curious George: An attentive semantic robot
Robotics and Autonomous Systems
Identifying relevant frames in weakly labeled videos for training concept detectors
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
A comparison of color features for visual concept classification
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Language modeling for bag-of-visual words image categorization
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Bag-of-visual-words expansion using visual relatedness for video indexing
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Learning an Alphabet of Shape and Appearance for Multi-Class Object Detection
International Journal of Computer Vision
A Multiple Kernel Learning Approach to Joint Multi-class Object Detection
Proceedings of the 30th DAGM symposium on Pattern Recognition
Experiments on Selection of Codebooks for Local Image Feature Histograms
VISUAL '08 Proceedings of the 10th international conference on Visual Information Systems: Web-Based Visual Information Search and Management
Techniques for Image Classification, Object Detection and Object Segmentation
VISUAL '08 Proceedings of the 10th international conference on Visual Information Systems: Web-Based Visual Information Search and Management
Description of interest regions with local binary patterns
Pattern Recognition
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
Boosting relative spaces for categorizing objects with large intra-class variation
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
Ontology enhanced web image retrieval: aided by wikipedia & spreading activation theory
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Semantic lattices for multiple annotation of images
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Localizing Objects with Smart Dictionaries
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Image Feature Extraction Using Gradient Local Auto-Correlations
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Material-specific adaptation of color invariant features
Pattern Recognition Letters
People detection in low-resolution video with non-stationary background
Image and Vision Computing
3D Object Recognition Using Hyper-Graphs and Ranked Local Invariant Features
SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Clustering Using Class Specific Hyper Graphs
SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing, Part II
Visual word proximity and linguistics for semantic video indexing and near-duplicate retrieval
Computer Vision and Image Understanding
Automatic joint classification and segmentation of whole cell 3D images
Pattern Recognition
A Multimodal Constellation Model for Object Category Recognition
MMM '09 Proceedings of the 15th International Multimedia Modeling Conference on Advances in Multimedia Modeling
Recognizing Multiple Objects via Regression Incorporating the Co-occurrence of Categories
PSIVT '09 Proceedings of the 3rd Pacific Rim Symposium on Advances in Image and Video Technology
Improving object detection with boosted histograms
Image and Vision Computing
Spatial Weighting for Bag-of-Visual-Words and Its Application in Content-Based Image Retrieval
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Graph construction and b-matching for semi-supervised learning
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Multi-class image segmentation using conditional random fields and global classification
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Shape and texture clustering: Best estimate for the clusters number
Image and Vision Computing
Foundations and Trends in Information Retrieval
Invariant Shape Matching for Detection of Semi-local Image Structures
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
Sequential Hierarchical Pattern Clustering
PRIB '09 Proceedings of the 4th IAPR International Conference on Pattern Recognition in Bioinformatics
Feature Selection for Density Level-Sets
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part I
Video Event Classification Using Bag of Words and String Kernels
ICIAP '09 Proceedings of the 15th International Conference on Image Analysis and Processing
The UBC semantic robot vision system
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
LS-MMRM '09 Proceedings of the First ACM workshop on Large-scale multimedia retrieval and mining
Visual ContextRank for web image re-ranking
LS-MMRM '09 Proceedings of the First ACM workshop on Large-scale multimedia retrieval and mining
Semantic context transfer across heterogeneous sources for domain adaptive video search
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Coboost learning of visual categories with 1st and 2nd order features from Google images
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Kernel Methods in Computer Vision
Foundations and Trends® in Computer Graphics and Vision
Probabilistic models for topic learning from images and captions in online biomedical literatures
Proceedings of the 18th ACM conference on Information and knowledge management
Real-time bag of words, approximately
Proceedings of the ACM International Conference on Image and Video Retrieval
A procedure of adaptive kernel combination with kernel-target alignment for object classification
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
Spatial extensions to bag of visual words
Proceedings of the ACM International Conference on Image and Video Retrieval
Scale-rotation invariant pattern entropy for keypoint-based near-duplicate detection
IEEE Transactions on Image Processing
Radon representation-based feature descriptor for texture classification
IEEE Transactions on Image Processing
Classifying materials in the real world
Image and Vision Computing
Representing Images with Χ2 Distance Based Histograms of SIFT Descriptors
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
On the Coöperative Creation of Multimedia Meaning
SAMT '09 Proceedings of the 4th International Conference on Semantic and Digital Media Technologies: Semantic Multimedia
Efficient Object Pixel-Level Categorization Using Bag of Features
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: 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
Image classification based on pyramid histogram of topics
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Learning local features for object categorization
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
Endomicroscopic image retrieval and classification using invariant visual features
ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
A Study of Parts-Based Object Class Detection Using Complete Graphs
International Journal of Computer Vision
Coherent phrase model for efficient image near-duplicate retrieval
IEEE Transactions on Multimedia
Exploiting multi-level parallelism for low-latency activity recognition in streaming video
MMSys '10 Proceedings of the first annual ACM SIGMM conference on Multimedia systems
Hidden-concept driven image decomposition towards semi-supervised multi-label image annotation
Proceedings of the First International Conference on Internet Multimedia Computing and Service
Incremental indexing and distributed image search using shared randomized vocabularies
Proceedings of the international conference on Multimedia information retrieval
Chest x-ray characterization: from organ identification to pathology categorization
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
Controlling your TV with gestures
Proceedings of the international conference on Multimedia information retrieval
New trends and ideas in visual concept detection: the MIR flickr retrieval evaluation initiative
Proceedings of the international conference on Multimedia information retrieval
Image annotation with tagprop on the MIRFLICKR set
Proceedings of the international conference on Multimedia information retrieval
Proceedings of the international conference on Multimedia information retrieval
The Pascal Visual Object Classes (VOC) Challenge
International Journal of Computer Vision
Learning automatic concept detectors from online video
Computer Vision and Image Understanding
A shared-subspace learning framework for multi-label classification
ACM Transactions on Knowledge Discovery from Data (TKDD)
Shape-based Invariant Texture Indexing
International Journal of Computer Vision
Content-based image retrieval by indexing random subwindows with randomized trees
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Improving the accuracy of global feature fusion based image categorisation
SAMT'07 Proceedings of the semantic and digital media technologies 2nd international conference on Semantic Multimedia
Object recognition using words model of optimal size: in histograms of oriented gradients
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
Contour based object detection using part bundles
Computer Vision and Image Understanding
Text-based video content classification for online video-sharing sites
Journal of the American Society for Information Science and Technology
Locality sensitive hashing: A comparison of hash function types and querying mechanisms
Pattern Recognition Letters
Structured max-margin learning for multi-label image annotation
Proceedings of the ACM International Conference on Image and Video Retrieval
MI-SIFT: mirror and inversion invariant generalization for SIFT descriptor
Proceedings of the ACM International Conference on Image and Video Retrieval
Genre-specific semantic video indexing
Proceedings of the ACM International Conference on Image and Video Retrieval
A food image recognition system with multiple kernel learning
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Expanded bag of words representation for object classification
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Filter object categories using coboost with 1st and 2nd order features
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Integrating local feature and global statistics for texture analysis
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Measuring conceptual relation of visual words for visual categorization
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Recognizing human actions by fusing spatio-temporal appearance and motion descriptors
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Learning Robust Similarity Measures for 3D Partial Shape Retrieval
International Journal of Computer Vision
A completed modeling of local binary pattern operator for texture classification
IEEE Transactions on Image Processing
Action categorization by structural probabilistic latent semantic analysis
Computer Vision and Image Understanding
Shape recognition based on Kernel-edit distance
Computer Vision and Image Understanding
Mammographic image classification using histogram intersection
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
A novel multi-layer framework for non-rigid image registration
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
Endomicroscopic video retrieval using mosaicing and visual words
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
A probabilistic topic-connection model for automatic image annotation
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Landmark image classification using 3D point clouds
Proceedings of the international conference on Multimedia
Hierarchical image feature extraction and classification
Proceedings of the international conference on Multimedia
Fast feature selection and training for AdaBoost-based concept detection with large scale datasets
Proceedings of the international conference on Multimedia
Towards a universal detector by mining concepts with small semantic gaps
Proceedings of the international conference on Multimedia
Towards extensible automatic image annotation with the bag-of-words approach
Proceedings of the international workshop on Very-large-scale multimedia corpus, mining and retrieval
Scene categorization using boosted back-propagation neural networks
PCM'10 Proceedings of the 11th Pacific Rim conference on Advances in multimedia information processing: Part I
Dense simple features for fast and accurate medical X-ray annotation
CLEF'09 Proceedings of the 10th international conference on Cross-language evaluation forum: multimedia experiments
The University of Aamsterdam's concept detection system at ImageCLEF 2009
CLEF'09 Proceedings of the 10th international conference on Cross-language evaluation forum: multimedia experiments
Learning global and regional features for photo annotation
CLEF'09 Proceedings of the 10th international conference on Cross-language evaluation forum: multimedia experiments
Region matching techniques for spatial bag of visual words based image category recognition
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part I
A multi-descriptor, multi-nearest neighbor approach for image classification
ICIC'10 Proceedings of the 6th international conference on Advanced intelligent computing theories and applications: intelligent computing
Kernel fusion of multiple histogram descriptors for robust face recognition
SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
The quadratic-chi histogram distance family
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Improving the fisher kernel for large-scale image classification
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
Localizing objects while learning their appearance
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
Spatial statistics of visual keypoints for texture recognition
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
Attribute-based transfer learning for object categorization with zero/one training example
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Real-Time Object Segmentation Using a Bag of Features Approach
Proceedings of the 2010 conference on Artificial Intelligence Research and Development: Proceedings of the 13th International Conference of the Catalan Association for Artificial Intelligence
New colour SIFT descriptors for image classification with applications to biometrics
International Journal of Biometrics
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
Balancing deformability and discriminability for shape matching
ECCV'10 Proceedings of the 11th European conference on computer vision conference on Computer vision: Part III
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part II
Optimal operations for visual categorization
ICIMCS '10 Proceedings of the Second International Conference on Internet Multimedia Computing and Service
Medical image classification with multiple kernel learning
ICIMCS '10 Proceedings of the Second International Conference on Internet Multimedia Computing and Service
Event detection and recognition for semantic annotation of video
Multimedia Tools and Applications
Building descriptive and discriminative visual codebook for large-scale image applications
Multimedia Tools and Applications
Linear discriminant analysis for signatures
IEEE Transactions on Neural Networks
The university of surrey visual concept detection system at imageCLEF@ICPR: working notes
ICPR'10 Proceedings of the 20th International conference on Recognizing patterns in signals, speech, images, and videos
Object category classification using occluding contours
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part I
A unified context assessing model for object categorization
Computer Vision and Image Understanding
Towards a more discriminative and semantic visual vocabulary
Computer Vision and Image Understanding
EURASIP Journal on Advances in Signal Processing - Special issue on biologically inspired signal processing: analyses, algorithms and applications
Prosemantic features for content-based image retrieval
AMR'09 Proceedings of the 7th international conference on Adaptive multimedia retrieval: understanding media and adapting to the user
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part I
A visualized communication system using cross-media semantic association
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part II
Efficient large-scale image data set exploration: visual concept network and image summarization
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part II
Pedestrian tracking based on hidden-latent temporal Markov chain
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part II
A multimodal constellation model for object image classification
Journal on Image and Video Processing - Special issue on selected papers from multimedia modeling conference 2009
Compressed sensing for robust texture classification
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part I
MCV'10 Proceedings of the 2010 international MICCAI conference on Medical computer vision: recognition techniques and applications in medical imaging
Visual-inertial navigation, mapping and localization: A scalable real-time causal approach
International Journal of Robotics Research
Geotagged iage rcognition by cmbining tree dfferent knds of golocation fatures
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part II
A system for colorectal tumor classification in magnifying endoscopic NBI images
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part II
Descriptor learning based on fisher separation criterion for texture classification
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part III
Exploiting local dependencies with spatial-scale space (S-Cube) for near-duplicate retrieval
Computer Vision and Image Understanding
A Bayesian network modeling approach for cross media analysis
Image Communication
Integrated image representation based natural scene classification
Expert Systems with Applications: An International Journal
Hierarchical annotation of medical images
Pattern Recognition
Sparse based image classification with different keypoints descriptors
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part II
A bag-of-features-based framework for human activity representation and recognition
Proceedings of the 2011 international workshop on Situation activity & goal awareness
Representing and recognizing objects with massive local image patches
Pattern Recognition
Music classification via the bag-of-features approach
Pattern Recognition Letters
Towards reliable matching of images containing repetitive patterns
Pattern Recognition Letters
On the behavior of kernel mutual subspace method
ACCV'10 Proceedings of the 2010 international conference on Computer vision - Volume part II
Retrieval evaluation and distance learning from perceived similarity between endomicroscopy videos
MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part III
Multi-class object layout with unsupervised image classification and object localization
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part I
A Bayesian approach for object classification based on clusters of SIFT local features
Expert Systems with Applications: An International Journal
Rotation-invariant texture features from the steered Hermite transform
Pattern Recognition Letters
Improvements in image categorization using codebook ensembles
Image and Vision Computing
Recognizing clothes patterns for blind people by confidence margin based feature combination
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Ensemble approach based on conditional random field for multi-label image and video annotation
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Images as sets of locally weighted features
Computer Vision and Image Understanding
Infinite Liouville mixture models with application to text and texture categorization
Pattern Recognition Letters
Discriminative compact pyramids for object and scene recognition
Pattern Recognition
Information Sciences: an International Journal
Motion primitive-based human activity recognition using a bag-of-features approach
Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium
International Journal of Computer Vision
The Visual Extent of an Object
International Journal of Computer Vision
Sorted random projections for robust rotation-invariant texture classification
Pattern Recognition
Efficient classification of images with taxonomies
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part III
Discriminative features for image classification and retrieval
Pattern Recognition Letters
Accurate Object Recognition with Shape Masks
International Journal of Computer Vision
Categorization of multiple objects in a scene without semantic segmentation
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part I
Gaze guided object recognition using a head-mounted eye tracker
Proceedings of the Symposium on Eye Tracking Research and Applications
A Generic Approach for Systematic Analysis of Sports Videos
ACM Transactions on Intelligent Systems and Technology (TIST)
Expert Systems with Applications: An International Journal
Introducing space and time in local feature-based endomicroscopic image retrieval
MCBR-CDS'09 Proceedings of the First MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support
Generating visual concept network from large-scale weakly-tagged images
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
Extended local binary patterns for texture classification
Image and Vision Computing
Leveraging social media for scalable object detection
Pattern Recognition
Content-Based retrieval in endomicroscopy: toward an efficient smart atlas for clinical diagnosis
MCBR-CDS'11 Proceedings of the Second MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support
A social network for video annotation and discovery based on semantic profiling
Proceedings of the 21st international conference companion on World Wide Web
Non-sparse multiple kernel fisher discriminant analysis
The Journal of Machine Learning Research
Fast Local Self-Similarity for describing interest regions
Pattern Recognition Letters
International Journal of Computer Games Technology
Short communication: Towards a universal detector by mining concepts with small semantic gaps
Expert Systems with Applications: An International Journal
Discriminative information preservation for face recognition
Neurocomputing
Graph embedding in vector spaces by node attribute statistics
Pattern Recognition
Discriminative features for texture description
Pattern Recognition
Halfway through the semantic gap: Prosemantic features for image retrieval
Information Sciences: an International Journal
A Review of Codebook Models in Patch-Based Visual Object Recognition
Journal of Signal Processing Systems
Multi-modal region selection approach for training object detectors
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Hamming embedding similarity-based image classification
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Visual pattern discovery for architecture image classification and product image search
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Scale-space texture description on SIFT-like textons
Computer Vision and Image Understanding
Fast shared boosting for large-scale concept detection
Multimedia Tools and Applications
Toward a higher-level visual representation for content-based image retrieval
Multimedia Tools and Applications
On Taxonomies for Multi-class Image Categorization
International Journal of Computer Vision
Compact and adaptive spatial pyramids for scene recognition
Image and Vision Computing
Local phase quantization for blur-insensitive image analysis
Image and Vision Computing
Real-time object detection and localization with SIFT-based clustering
Image and Vision Computing
Scene classification using a multi-resolution bag-of-features model
Pattern Recognition
Feature selection on node statistics based embedding of graphs
Pattern Recognition Letters
Sketch-editing games: human-machine communication, game theory and applications
Proceedings of the 25th annual ACM symposium on User interface software and technology
Weakly Supervised Localization and Learning with Generic Knowledge
International Journal of Computer Vision
Unsupervised object discovery via self-organisation
Pattern Recognition Letters
Short user-generated videos classification using accompanied audio categories
Proceedings of the 2012 ACM international workshop on Audio and multimedia methods for large-scale video analysis
Bag of spatio-visual words for context inference in scene classification
Pattern Recognition
TriCoS: a tri-level class-discriminative co-segmentation method for image classification
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
Object detection using strongly-supervised deformable part models
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
Metric learning for large scale image classification: generalizing to new classes at near-zero cost
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Local log-euclidean covariance matrix (L2ECM) for image representation and its applications
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Hybrid classifiers for object classification with a rich background
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
Mixture component identification and learning for visual recognition
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
Local higher-order statistics (LHS) for texture categorization and facial analysis
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VII
Learning to match images in large-scale collections
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part I
Visual code-sentences: a new video representation based on image descriptor sequences
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part I
Recognizing materials from virtual examples
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
A selective weighted late fusion for visual concept recognition
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
Texture Description Through Histograms of Equivalent Patterns
Journal of Mathematical Imaging and Vision
Reordering video shots for event classification using bag-of-words models and string kernels
Proceedings of the 27th Conference on Image and Vision Computing New Zealand
Accelerating visual categorization with the GPU
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part II
Beyond Independence: An Extension of the A Contrario Decision Procedure
International Journal of Computer Vision
Robust Duplicate Detection of 2D and 3D Objects
International Journal of Multimedia Data Engineering & Management
Constructing and Utilizing Video Ontology for Accurate and Fast Retrieval
International Journal of Multimedia Data Engineering & Management
Sparse Based Image Classification With Bag-of-Visual-Words Representations
International Journal of Software Science and Computational Intelligence
Computer Vision and Image Understanding
Multimedia Tools and Applications
Social coordination assessment: distinguishing between shape and timing
MPRSS'12 Proceedings of the First international conference on Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction
Discriminative codebook learning for Web image search
Signal Processing
A comparative study of encoding, pooling and normalization methods for action recognition
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Classifying images at scene level: comparing global and local descriptors
AMR'11 Proceedings of the 9th international conference on Adaptive Multimedia Retrieval: large-scale multimedia retrieval and evaluation
Texture representations using subspace embeddings
Pattern Recognition Letters
WaveLBP based hierarchical features for image classification
Pattern Recognition Letters
Automatic Annotation of Scientific Video Material based on Visual Concept Detection
Proceedings of the 13th International Conference on Knowledge Management and Knowledge Technologies
SmartVisionApp: A framework for computer vision applications on mobile devices
Expert Systems with Applications: An International Journal
Object coding on the semantic graph for scene classification
Proceedings of the 21st ACM international conference on Multimedia
Visual object analysis using regions and interest points
Proceedings of the 21st ACM international conference on Multimedia
Multiple instance classification: Review, taxonomy and comparative study
Artificial Intelligence
User-adaptive models for recognizing food preparation activities
Proceedings of the 5th international workshop on Multimedia for cooking & eating activities
Object class detection: A survey
ACM Computing Surveys (CSUR)
Exploiting geometry in counting grids
SIMBAD'13 Proceedings of the Second international conference on Similarity-Based Pattern Recognition
Cross-modal social image clustering and tag cleansing
Journal of Visual Communication and Image Representation
Spatio-temporal layout of human actions for improved bag-of-words action detection
Pattern Recognition Letters
Texture databases - A comprehensive survey
Pattern Recognition Letters
Learning spatially semantic representations for cognitive robot navigation
Robotics and Autonomous Systems
Learning group-based dictionaries for discriminative image representation
Pattern Recognition
Context-aware Discriminative Vocabulary Tree Learning for mobile landmark recognition
Digital Signal Processing
Learning discriminative localization from weakly labeled data
Pattern Recognition
Journal of Visual Communication and Image Representation
Fusion of 3D-LIDAR and camera data for scene parsing
Journal of Visual Communication and Image Representation
Robotics and Autonomous Systems
Contextual object category recognition for RGB-D scene labeling
Robotics and Autonomous Systems
Pattern Recognition Letters
Comparison of different approaches to visual terrain classification for outdoor mobile robots
Pattern Recognition Letters
Robust action recognition using local motion and group sparsity
Pattern Recognition
Action recognition using 3D DAISY descriptor
Machine Vision and Applications
Machine Vision and Applications
New color GPHOG descriptors for object and scene image classification
Machine Vision and Applications
The Visual Computer: International Journal of Computer Graphics
Discriminative Hough context model for object detection
The Visual Computer: International Journal of Computer Graphics
A Klein-Bottle-Based Dictionary for Texture Representation
International Journal of Computer Vision
Coloring Action Recognition in Still Images
International Journal of Computer Vision
Image Classification with the Fisher Vector: Theory and Practice
International Journal of Computer Vision
Multimedia Tools and Applications
A distinct and compact texture descriptor
Image and Vision Computing
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Recently, methods based on local image features have shown promise for texture and object recognition tasks. This paper presents a large-scale evaluation of an approach that represents images as distributions (signatures or histograms) of features extracted from a sparse set of keypoint locations and learns a Support Vector Machine classifier with kernels based on two effective measures for comparing distributions, the Earth Mover's Distance and the 驴2 distance. We first evaluate the performance of our approach with different keypoint detectors and descriptors, as well as different kernels and classifiers. We then conduct a comparative evaluation with several state-of-the-art recognition methods on four texture and five object databases. On most of these databases, our implementation exceeds the best reported results and achieves comparable performance on the rest. Finally, we investigate the influence of background correlations on recognition performance via extensive tests on the PASCAL database, for which ground-truth object localization information is available. Our experiments demonstrate that image representations based on distributions of local features are surprisingly effective for classification of texture and object images under challenging real-world conditions, including significant intra-class variations and substantial background clutter.