Locality-sensitive hashing scheme based on p-stable distributions
SCG '04 Proceedings of the twentieth annual symposium on Computational geometry
An efficient parts-based near-duplicate and sub-image retrieval system
Proceedings of the 12th annual ACM international conference on Multimedia
Detection of near-duplicate images for web search
Proceedings of the 6th ACM international conference on Image and video retrieval
Near-duplicate detection for images and videos
LS-MMRM '09 Proceedings of the First ACM workshop on Large-scale multimedia retrieval and mining
A compact, effective descriptor for video copy detection
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Social image search with diverse relevance ranking
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
A system for the proactive, continuous, and efficient collection of digital forensic evidence
Digital Investigation: The International Journal of Digital Forensics & Incident Response
| Hi-index | 0.00 |
The traditional near-duplicate detection systems developed for digital photo management and copyright protection are not applicable for the de-duplication of large-scale web image corpus. In this paper, we present a fast, accurate and highly scalable image fingerprinting technique suited for near-duplicate detection at the web-scale. The image fingerprint is a compact 130 bit representation computed using Fourier-Mellin transform. Near-duplicate images are detected in O(1) time using fingerprint equality and is faster than fast approximate near-neighbor searches like LSH.