Local Grayvalue Invariants for Image Retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multi-view Matching for Unordered Image Sets, or "How Do I Organize My Holiday Snaps?"
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
The LSDh-Tree: An Access Structure for Feature Vectors
ICDE '98 Proceedings of the Fourteenth International Conference on Data Engineering
Robust content-based image searches for copyright protection
MMDB '03 Proceedings of the 1st ACM international workshop on Multimedia databases
An efficient parts-based near-duplicate and sub-image retrieval system
Proceedings of the 12th annual ACM international conference on Multimedia
Foundations of Multidimensional and Metric Data Structures (The Morgan Kaufmann Series in Computer Graphics and Geometric Modeling)
Discriminant local features selection using efficient density estimation in a large database
Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval
Robust voting algorithm based on labels of behavior for video copy detection
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Robust content-based video copy identification in a large reference database
CIVR'03 Proceedings of the 2nd international conference on Image and video retrieval
Content-Based Copy Retrieval Using Distortion-Based Probabilistic Similarity Search
IEEE Transactions on Multimedia
Interactive components for visual exploration of multimedia archives
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Scalable mining of large video databases using copy detection
MM '08 Proceedings of the 16th ACM international conference on Multimedia
A posteriori multi-probe locality sensitive hashing
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Spatio-temporal features for robust content-based video copy detection
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Fast Content-Based Mining of Web2.0 Videos
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Near-duplicate detection for images and videos
LS-MMRM '09 Proceedings of the First ACM workshop on Large-scale multimedia retrieval and mining
Vocabulary-based hashing for image search
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Video copy detection by fast sequence matching
Proceedings of the ACM International Conference on Image and Video Retrieval
Content based radiology image retrieval using a fuzzy rule based scalable composite descriptor
Multimedia Tools and Applications
Scaling content-based video copy detection to very large databases
Multimedia Tools and Applications
Coherent bag-of audio words model for efficient large-scale video copy detection
Proceedings of the ACM International Conference on Image and Video Retrieval
Data-oriented locality sensitive hashing
Proceedings of the international conference on Multimedia
Learning vocabulary-based hashing with adaboost
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
Efficient binary code indexing with pivot based locality sensitive clustering
Multimedia Tools and Applications
| Hi-index | 0.00 |
Scalability is the key issue in making content-based copy de-tection (CBCD) methods practical for very large image and video databases. Since copies are transformed versions of original documents, CBCD involves some form of retrieval by similarity using as queries the descriptions of potential copies. To enhance the scalability of an existing competitive CBCD method, we introduce here three improvements of this retrieval process: a Z-grid for building the index, uniformity-based sorting and adapted partitioning of the components. Retrieval speed is significantly increased, enabling us to monitor with a single computer one TV channel against a database of 120,000 hours of video.