Asymmetric hamming embedding: Taking the best of our bits for large scale image search

MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops

Volumn , Issue , 2011, Pages 1441-1444

  Jain, Mihir ^a   Jégou, Hervé ^a   Gros, Patrick ^a  

^a INRIA   (France)

Author keywords

Hamming embedding; Image search

Indexed keywords

CODE COMPARISONS; DATA SETS; DESCRIPTORS; EMBEDDING METHOD; HAMMING EMBEDDING; IMAGE SEARCH; INVERTED FILES; LOCAL DESCRIPTORS; MEMORY USAGE; QUANTIZATION ERRORS; RETRIEVAL SYSTEMS; SEARCH QUALITY;

IMAGE RETRIEVAL;

EID: 84455168944     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2072298.2072035     Document Type: Conference Paper

References (15)

1. O. Chum, J. Philbin, J. Sivic, M. Isard, and A. Zisserman. Total recall: Automatic query expansion with a generative feature model for object retrieval. In ICCV, October 2007.
2. W. Dong, M. Charikar, and K. Li. Asymmetric distance estimation with sketches for similarity search in high-dimensional spaces. In SIGIR, July 2008.
3. M. Douze, H. Jégou, H. Singh, L. Amsaleg, and C. Schmid. Evaluation of GIST descriptors for web-scale image search. In CIVR, July 2009.
4. A. Gordo and F. Perronnin. Asymmetric distances for binary embeddings. In CVPR, June 2011.
5. H. Jégou, M. Douze, and C. Schmid. Hamming embedding and weak geometric consistency for large scale image search. In ECCV, October 2008.
6. H. Jégou, M. Douze, and C. Schmid. On the burstiness of visual elements. In CVPR, June 2009.
7. H. Jégou, M. Douze, and C. Schmid. Improving bag-of-features for large scale image search. IJCV, 2010.
8. J. Law-To, L. Chen, A. Joly, I. Laptev, O. Buisson, V. Gouet-Brunet, N. Boujemaa, and F. Stentiford. Video copy detection: a comparative study. In CIVR, 2007.
9. D. Lowe. Distinctive image features from scale-invariant keypoints. IJCV, 60(2):91-110, 2004.
10. K. Mikolajczyk and C. Schmid. Scale and affine invariant interest point detectors. IJCV, 60(1):63-86, 2004.
11. D. Nistér and H. Stewénius. Scalable recognition with a vocabulary tree. In CVPR, pages 2161-2168, June 2006.
12. A. Oliva and A. Torralba. Modeling the shape of the scene: a holistic representation of the spatial envelope. IJCV, 42(3):145-175, 2001.
13. J. Philbin, O. Chum, M. Isard, J. Sivic, and A. Zisserman. Object retrieval with large vocabularies and fast spatial matching. In CVPR, June 2007.
14. J. Sivic and A. Zisserman. Video Google: A text retrieval approach to object matching in videos. In ICCV, 2003.
15. Z. Wu, Q. Ke, M. Isard, and J. Sun. Bundling features for large scale partial-duplicate web image search. In CVPR, pages 25-32, 2009.