The Earth Mover's Distance as a Metric for Image Retrieval
International Journal of Computer Vision
An Affine Invariant Interest Point Detector
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
Mean Shift Based Clustering in High Dimensions: A Texture Classification Example
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
Scale & Affine Invariant Interest Point Detectors
International Journal of Computer Vision
Distinctive Image Features from Scale-Invariant Keypoints
International Journal of Computer Vision
An efficient parts-based near-duplicate and sub-image retrieval system
Proceedings of the 12th annual ACM international conference on Multimedia
Detecting image near-duplicate by stochastic attributed relational graph matching with learning
Proceedings of the 12th annual ACM international conference on Multimedia
A Performance Evaluation of Local Descriptors
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Comparison of Affine Region Detectors
International Journal of Computer Vision
Robust voting algorithm based on labels of behavior for video copy detection
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Fast tracking of near-duplicate keyframes in broadcast domain with transitivity propagation
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
International Journal of Computer Vision
Practical elimination of near-duplicates from web video search
Proceedings of the 15th international conference on Multimedia
Places clustering of full-length film key-framesusing latent aspect modeling over SIFT matches
IEEE Transactions on Circuits and Systems for Video Technology
PCA-SIFT: a more distinctive representation for local image descriptors
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Keyframe retrieval by keypoints: can point-to-point matching help?
CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval
Content-Based Copy Retrieval Using Distortion-Based Probabilistic Similarity Search
IEEE Transactions on Multimedia
Near-Duplicate Keyframe Identification With Interest Point Matching and Pattern Learning
IEEE Transactions on Multimedia
A New Approach to Image Copy Detection Based on Extended Feature Sets
IEEE Transactions on Image Processing
Scalable detection of partial near-duplicate videos by visual-temporal consistency
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Interactive near-duplicate video retrieval and detection
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Large-scale near-duplicate web video search: challenge and opportunity
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Journal of Visual Communication and Image Representation
Exploring large scale data for multimedia QA: an initial study
Proceedings of the ACM International Conference on Image and Video Retrieval
Coherent bag-of audio words model for efficient large-scale video copy detection
Proceedings of the ACM International Conference on Image and Video Retrieval
Mining near-duplicate graph for cluster-based reranking of web video search results
ACM Transactions on Information Systems (TOIS)
Beyond keypoints: novel techniques for content-based image matching and retrieval
ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I
Keypoint-based detection of near-duplicate image fragments using image geometry and topology
ICCVG'10 Proceedings of the 2010 international conference on Computer vision and graphics: Part II
Combination of local and global features for near-duplicate detection
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part I
A coordinate transformation system based on the human feature information
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part I
Motion analysis via feature point tracking technology
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part II
Mining multi-tag association for image tagging
World Wide Web
Accurate content-based video copy detection with efficient feature indexing
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Correlation-based retrieval for heavily changed near-duplicate videos
ACM Transactions on Information Systems (TOIS)
Beyond search: Event-driven summarization for web videos
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Cross media hyperlinking for search topic browsing
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Scene signatures for unconstrained news video stories
MMM'12 Proceedings of the 18th international conference on Advances in Multimedia Modeling
Multi-modal solution for unconstrained news story retrieval
MMM'12 Proceedings of the 18th international conference on Advances in Multimedia Modeling
Bayesian approach for near-duplicate image detection
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
IRIW: image retrieval based image watermarking for large-scale image databases
IWDW'11 Proceedings of the 10th international conference on Digital-Forensics and Watermarking
Sparsity cue in image copy detection
Proceedings of the 20th ACM international conference on Multimedia
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part V
Real-time near-duplicate web video identification by tracking and matching of spatial features
Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication
Near-lossless semantic video summarization and its applications to video analysis
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Graph matching with geometric constraints for near-duplicated image retrieval
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
Near-duplicate video retrieval: Current research and future trends
ACM Computing Surveys (CSUR)
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Near-duplicate (ND) detection appears as a timely issue recently, being regarded as a powerful tool for various emerging applications. In the Web 2.0 environment particularly, the identification of near-duplicates enables the tasks such as copyright enforcement, news topic tracking, image and video search. In this paper, we describe an algorithm, namely Scale-Rotation invariant Pattern Entropy (SR-PE), for the detection of near-duplicates in large-scale video corpus. SR-PE is a novel pattern evaluation technique capable of measuring the spatial regularity of matching patterns formed by local keypoints. More importantly, the coherency of patterns and the perception of visual similarity, under the scenario that there could be multiple ND regions undergone arbitrary transformations, respectively, are carefully addressed through entropy measure. To demonstrate our work in large-scale dataset, a practical framework composed of three components: bag-of-words representation, local keypoint matching and SR-PE evaluation, is also proposed for the rapid detection of near-duplicates.