Sim-Min-Hash: An efficient matching technique for linking large image collections

MM 2013 - Proceedings of the 2013 ACM Multimedia Conference

Volumn , Issue , 2013, Pages 577-580

  Zhao, Wan Lei ^a   Jégou, Hervé ^a   Gravier, Guillaume ^b  

^a INRIA   (France)

^b CAMPUS DE BEAULIEU   (France)

Author keywords

Image linking search; Large scale; Min hash

Indexed keywords

HAMMING EMBEDDING; IMAGE LINKING/SEARCH; IMAGE REPRESENTATIONS; INFORMATION LOSS; LARGE-SCALE; LOCAL DESCRIPTORS; MATCHING TECHNIQUES; MIN-HASH;

EID: 84887442433     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2502081.2502152     Document Type: Conference Paper

References (16)

1. R. Arandjelović and A. Zisserman. Three things everyone should know to improve object retrieval. In CVPR, 2012.
2. A. Z. Broder. On the resemblance and containment of documents. In Proc. Compression and Complexity of Sequences, 1997.
3. O. Chum and J. Matas. Large-scale discovery of spatially related images. PAMI, Feb. 2010.
4. O. Chum, J. Philbin, M. Isard, and A. Zisserman. Scalable near identical image and shot detection. In CIVR, 2007.
5. O. Chum, J. Philbin, and A. Zisserman. Near duplicate image detection: min-hash and tf-idf weighting. In BMVC, 2008.
6. K. Heath, N. Gelfand, M. Ovsjanikov, M. Aanjaneya, and L. J. Guibas. Image webs: Computing and exploiting connectivity in image collections. In CVPR, 2010.
7. H. Jégou, M. Douze, C. Schmid. Improving bag-of-features for large scale image search. IJCV, May 2010.
8. H. Jégou, C. Schmid, H. Harzallah, and J. Verbeek. Accurate image search using the contextual dissimilarity measure. PAMI, Jan. 2010.
9. D. Nistér and H. Stewénius. Scalable recognition with a vocabulary tree. In CVPR, 2006.
10. L. Pang, W. Zhang, H.-K. Tan, and C.-W. Ngo. Video hyperlinking: libraries and tools for threading and visualizing large video collection. In ACMMM, 2012.
11. J. Philbin, O. Chum, M. Isard, J. Sivic, and A. Zisserman. Object retrieval with large vocabularies and fast spatial matching. In CVPR, 2007.
12. D. Qin, S. Gammeter, L. Bossard, T. Quack, and L. van Gool. Hello neighbor: Accurate object retrieval with k-reciprocal nearest neighbors. In CVPR, 2011.
13. J. Sivic and A. Zisserman. Video Google: A text retrieval approach to object matching in videos. In ICCV, 2003.
14. W. Voravuthikunchai, B. Crémilleux, and F. Jurie. Findging groups of duplicate images in very large datasets. In BMVC, 2012.
15. B. Wang, Z. Li, M. Li, and W.-Y. Ma. Large-scale duplicate detection for web image search. In ICME, 2006.
16. X.-J. Wang, L. Zhang, M. Liu, and W.-Y. Ma. ARISTA: image search to annotation on billions of web photos. In CVPR, 2010.