Query adaptive similarity for large scale object retrieval

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition

Volumn , Issue , 2013, Pages 1610-1617

  Qin, Danfeng ^a   Wengert, Christian ^a   Van Gool, Luc ^a  

^a ETH ZURICH   (Switzerland)

Author keywords

Feature Feature Similarity; Negative Examples; Object Retrieval; Probabilistic Framework; Query Adaptive Similarity

Indexed keywords

ADAPTIVE SIMILARITIES; FEATURE-FEATURE SIMILARITY; NEGATIVE EXAMPLES; OBJECT RETRIEVAL; PROBABILISTIC FRAMEWORK;

INFORMATION RETRIEVAL;

PATTERN RECOGNITION;

EID: 84887392826     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2013.211     Document Type: Conference Paper

References (26)

1. http://www. vision. ee. ethz. ch/qind/ HelloNeighbor. html. 7
2. R. Arandjelovíc and A. Zisserman. Three things everyone should know to improve object retrieval. In CVPR, 2012. 6, 7
3. A. Babenko and V. S. Lempitsky. The inverted multi-index. In CVPR, pages 3069-3076, 2012. 2
4. O. Chum and J. Matas. Unsupervised discovery of cooccurrence in sparse high dimensional data. In CVPR, 2010. 2
5. 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, 2007. 2
6. Y. Hwang, B. Han, and H.-K. Ahn. A fast nearest neighbor search algorithm by nonlinear embedding. In CVPR, pages 3053-3060, 2012. 2
7. M. Jain, H. Jégou, and P. Gros. Asymmetric Hamming Embedding. In ACM Multimedia, Scottsdale, United States, October 2011. QUAERO. 7
8. H. Jégou, M. Douze, and C. Schmid. Hamming embedding and weak geometric consistency for large scale image search. In ECCV, October 2008. 1, 6
9. H. Jégou, M. Douze, and C. Schmid. On the burstiness of visual elements. In CVPR, June 2009. 2, 5
10. H. Jégou, M. Douze, and C. Schmid. Improving bag-offeatures for large scale image search. IJCV, 87(3):316-336, February 2010. 7
11. H. Jégou, M. Douze, and C. Schmid. Exploiting descriptor distances for precise image search. Research report, INRIA Rennes, June 2011. 2, 3, 7, 8
12. H. Jégou, M. Douze, and C. Schmid. Product quantization for nearest neighbor search. IEEE Transactions on Pattern Analysis & Machine Intelligence, 33(1):117-128, January 2011. 1, 2, 5, 7, 8
13. H. Jégou, R. Tavenard, M. Douze, and L. Amsaleg. Searching in one billion vectors: re-rank with source coding. In ICASSP, Prague Czech Republic, 2011. 2
14. D. Lowe. Distinctive image features from scale-invariant keypoints. IJCV, 60(2):91-110, 2004. 1
15. K. Mikolajczyk and C. Schmid. Scale and affine invariant interest point detectors. IJCV, 60(1), 2004. 3
16. A. Mikulik, M. Perdoch, O. Chum, and J. Matas. Learning a fine vocabulary. In ECCV, 2010. 2, 3, 7
17. D. Omercevic, O. Drbohlav, and A. Leonardis. Highdimensional feature matching: employing the concept of meaningful nearest neighbors. In ICCV, 2007. 2
18. M. Perdoch, O. Chum, and J. Matas. Efficient representation of local geometry for large scale object retrieval. In CVPR, June 2009. 7
19. J. Philbin, O. Chum, M. Isard, J. Sivic, and A. Zisserman. Object retrieval with large vocabularies and fast spatial matching. In CVPR, 2007. 2, 6
20. 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, 2008. 1, 6
21. J. Philbin, M. Isard, J. Sivic, and A. Zisserman. Descriptor learning for efficient retrieval. In ECCV, 2010. 2, 3
22. D. Qin, S. Gammeter, L. Bossard, T. Quack, and L. van Gool. Hello neighbor: Accurate object retrieval with k-reciprocal nearest neighbors. In CVPR. IEEE, 2011. 2, 7
23. X. Shen, Z. Lin, J. Brandt, S. Avidan, and Y. Wu. Object retrieval and localization with spatially-constrained similarity measure and k-nn re-ranking. In CVPR, 2012. 2
24. J. Sivic and A. Zisserman. Video Google: A text retrieval approach to object matching in videos. In ICCV, 2003. 1
25. G. Yu and J.-M. Morel. ASIFT: An Algorithm for Fully Affine Invariant Comparison. Image Processing On Line, 2011, 2011. 3
26. Y. Zhang, Z. Jia, and T. Chen. Image retrieval with geometrypreserving visual phrases. In CVPR, 2011. 2