Contextual weighting for vocabulary tree based image retrieval

Proceedings of the IEEE International Conference on Computer Vision

Volumn , Issue , 2011, Pages 209-216

  Wang, Xiaoyu ^b   Yang, Ming ^a   Cour, Timothee ^a   Zhu, Shenghuo ^a   Yu, Kai ^a   Han, Tony X ^b  

^a NEC LABORATORIES AMERICA   (United States)

^b UNIVERSITY OF MISSOURI   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BENCHMARK DATASETS; COMPUTATIONAL OVERHEADS; CONTEXTUAL CUE; DATA SETS; DATABASE IMAGES; DESCRIPTORS; LARGE SCALE EXPERIMENTS; LOCAL FEATURE; RETRIEVAL ACCURACY; SPATIAL DOMAINS; STATE-OF-THE-ART PERFORMANCE; VOCABULARY TREE;

BENCHMARKING; EXPERIMENTS; FORESTRY; IMAGE PROCESSING; TREES (MATHEMATICS);

IMAGE RETRIEVAL;

ALGORITHMS; FORESTRY; IMAGE ANALYSIS; INFORMATION RETRIEVAL;

EID: 84863021759     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCV.2011.6126244     Document Type: Conference Paper

References (24)

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, Oct. 14-17, 2007.
2. J. Deng, W. Dong, R. Socher, L.-J. Li, K. Li, and L. Fei-Fei. ImageNet: A large-scale hierarchical image database. In CVPR, June 20-26, 2009.
3. F. Fraundorfer, H. Stewénius, and D. Nistér. A binning scheme for fast hard drive based image search. In CVPR, June 17-22, 2007.
4. H. Jégou, M. Douze, and C. Schmid. Hamming embedding and weak geometric consistency for large scale image search. In ECCV, Oct. 12-18, 2008.
5. H. Jégou, M. Douze, and C. Schmid. On the burstiness of visual elements. In CVPR, June 20-25, 2009.
6. H. Jégou, M. Douze, and C. Schmid. Improving bag-of-feature for large scale image search. Int'l Journal of Computer Vision, 87(3):316-336, 2010.
7. H. Jégou, C. Schmid, H. Harzallah, and J. Verbeek. Accurate image search using the contextual dissimilarity measure. IEEE Trans. Pattern Anal. Machine Intell., 32(1):2-11, Jan. 2010.
8. Y. Ke, R. Sukthankar, and L. Huston. Efficient near-duplicated detection and sub-image retrieval. In ACM Multimedia, 2004.
9. Z. Lin and J. Brandt. A local bag-of-features model for large-scale object retrieval. In ECCV, Sept. 5-11, 2010.
10. T. Lindeberg. Feature detection with automatic scale selection. Int'l Journal of Computer Vision, 30(2):77-116, 1998.
11. D.G. Lowe. Distinctive image features from scale invariant keypoints. Int'l Journal of Computer Vision, 60(2):91-110, 2004.
12. 12] D. Nistér and H. Stewénius. Scalable recognition with a vocabulary tree. In CVPR, volume 2, June 17-22, 2006.
13. F. Perronnin, Y. Liu, J. Sánchez, and H. Poirier. Large-scale image retrieval with compressed fisher vectors. In CVPR, June 13-18, 2010.
14. J. Philbin, O. Chum, M. Isard, J. Sivic, and A. Zisserman. Object retrieval with large vocabularies and fast spatial matching. In CVPR, June 17-22, 2007.
15. J. Philbin, O. Chum, M. Isard, J. Sivic, and A. Zisserman. Lost in quantization:improving particular object retrieval in large scale image databases. In CVPR, June 23-28, 2008.
16. J. Sivic and A. Zisserman. Video google: A text retrieval approach to object matching in videos. In ICCV, volume 2, Oct. 13-16, 2003.
17. A. Torralba, R. Fergus, and Y. Weiss. Small codes and large image databases for recognition. In CVPR, June 23-28, 2008.
18. L. Torresani, M. Szummer, and A. Fitzgibbon. Learning querydependent prefilters for scalable image retrieval. In CVPR, 2009.
19. A. Vedaldi and B. Fulkerson. VLFeat: An open and portable library of computer vision algorithms. http://www.vlfeat.org/, 2008.
20. T. White. Hadoop: The Definitive Guide. OReilly Media, 2010.
21. Z. Wu, Q. Ke, M. Isard, and J. Sun. Bundling feature for large scale partial-duplicated web image search. In CVPR, June 20-26, 2009.
22. 22] D. Xu, T.-J. Cham, S. Yan, and S.-F. Chang. Near duplicate image identification with patially aligned pyramid matching. In CVPR, June 23-28, 2008.
23. S. Zhang, Q. Huang, G. Hua, S. Jiang,W. Gao, and Q. Tian. Building contextual visual vocabulary for large-scale image applications. In ACM Multimedia, Oct. 25-29, 2010.
24. W. Zhou, Y. Lu, H. Li, Y. Song, and Q. Tian. Spatial coding for large scale partial-duplicate web image search. In ACM Multimedia, Oct. 25-29, 2010.