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
A Bayesian Approach to Unsupervised One-Shot Learning of Object Categories
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
Distinctive Image Features from Scale-Invariant Keypoints
International Journal of Computer Vision
Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories
CVPR '06 Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 2
LIBLINEAR: A Library for Large Linear Classification
The Journal of Machine Learning Research
Interoperable RT component for object detection and 3D pose estimation for service robots
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
RSLAM: A System for Large-Scale Mapping in Constant-Time Using Stereo
International Journal of Computer Vision
Approximate kernel k-means: solution to large scale kernel clustering
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Multi-class object detection with hough forests using local histograms of visual words
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part I
Analyzing diving: a dataset for judging action quality
ACCV'10 Proceedings of the 2010 international conference on Computer vision - Volume Part I
Regionwise classification of building facade images
PIA'11 Proceedings of the 2011 ISPRS conference on Photogrammetric image analysis
Accelerating SIFT on hybrid clusters
Proceedings of the ACM SIGSPATIAL Second International Workshop on High Performance and Distributed Geographic Information Systems
Spatial pooling for transformation invariant image representation
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Proceedings of the 3rd Multimedia Systems Conference
Image data field for homogeneous region based segmentation
Computers and Electrical Engineering
Superpixel-Based interest points for effective bags of visual words medical image retrieval
MCBR-CDS'11 Proceedings of the Second MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support
Multimodal video concept detection via bag of auditory words and multiple kernel learning
MMM'12 Proceedings of the 18th international conference on Advances in Multimedia Modeling
Scale Invariant Feature Transform on the Sphere: Theory and Applications
International Journal of Computer Vision
High-confidence near-duplicate image detection
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Security-oriented picture-in-picture visual modifications
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Security and usability challenges of moving-object CAPTCHAs: decoding codewords in motion
Security'12 Proceedings of the 21st USENIX conference on Security symposium
Modeling the spatial layout of images beyond spatial pyramids
Pattern Recognition Letters
Proceedings of the 20th ACM international conference on Multimedia
Proceedings of the 20th ACM international conference on Multimedia
Spatial pooling of heterogeneous features for image applications
Proceedings of the 20th ACM international conference on Multimedia
Bob: a free signal processing and machine learning toolbox for researchers
Proceedings of the 20th ACM international conference on Multimedia
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Spatio-temporal SIFT and its application to human action classification
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part I
Segmentation and classification of objects with implicit scene context
Proceedings of the 15th international conference on Theoretical Foundations of Computer Vision: outdoor and large-scale real-world scene analysis
Spatio-temporal video representation with locality-constrained linear coding
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
Exploring bag of words architectures in the facial expression domain
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume 2
Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
Novel color Gabor-LBP-PHOG (GLP) descriptors for object and scene image classification
Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
Low-Cost and open-source solutions for automated image orientation --- a critical overview
EuroMed'12 Proceedings of the 4th international conference on Progress in Cultural Heritage Preservation
Automatic fusion of digital images and laser scanner data for heritage preservation
EuroMed'12 Proceedings of the 4th international conference on Progress in Cultural Heritage Preservation
Human action recognition in video by fusion of structural and spatio-temporal features
SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Really quick shift: image segmentation on a GPU
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part II
Video Segmentation and Structuring for Indexing Applications
International Journal of Multimedia Data Engineering & Management
A method for constructing 3D traveling routes from GPS navigation data
Proceedings of the Third ACM SIGSPATIAL International Workshop on GeoStreaming
Pooling in image representation: The visual codeword point of view
Computer Vision and Image Understanding
Randomness and sparsity induced codebook learning with application to cancer image classification
MCV'12 Proceedings of the Second international conference on Medical Computer Vision: recognition techniques and applications in medical imaging
Understanding architectural characteristics of multimedia retrieval workloads
Proceedings of the ACM SIGMETRICS/international conference on Measurement and modeling of computer systems
Proceedings of the International Workshop on Video and Image Ground Truth in Computer Vision Applications
Spot the differences: from a photograph burst to the single best picture
Proceedings of the 21st ACM international conference on Multimedia
Regularized vector field learning with sparse approximation for mismatch removal
Pattern Recognition
Seeing double: reconstructing obscured typed input from repeated compromising reflections
Proceedings of the 2013 ACM SIGSAC conference on Computer & communications security
Multiple kernel learning for emotion recognition in the wild
Proceedings of the 15th ACM on International conference on multimodal interaction
Dynamic context extraction in personal communication applications
CASCON '13 Proceedings of the 2013 Conference of the Center for Advanced Studies on Collaborative Research
Detecting, segmenting and tracking unknown objects using multi-label MRF inference
Computer Vision and Image Understanding
New color GPHOG descriptors for object and scene image classification
Machine Vision and Applications
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VLFeat is an open and portable library of computer vision algorithms. It aims at facilitating fast prototyping and reproducible research for computer vision scientists and students. It includes rigorous implementations of common building blocks such as feature detectors, feature extractors, (hierarchical) k-means clustering, randomized kd-tree matching, and super-pixelization. The source code and interfaces are fully documented. The library integrates directly with MATLAB, a popular language for computer vision research.