Query specific fusion for image retrieval

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 7573 LNCS, Issue PART 2, 2012, Pages 660-673

  Zhang, Shaoting ^b   Yang, Ming ^a   Cour, Timothee ^a   Yu, Kai ^a   Metaxas, Dimitris N ^b  

^a NEC LABORATORIES AMERICA   (United States)

^b RUTGERS UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DATA SETS; GRAPH-BASED; IMAGE RETRIEVAL ALGORITHMS; LINK ANALYSIS; LOCAL FEATURE; NEAREST NEIGHBORHOOD; RETRIEVAL METHODS; RETRIEVAL QUALITY; SAN FRANCISCO; VOCABULARY TREE;

IMAGE RETRIEVAL;

COMPUTER VISION;

EID: 84867854257     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-33709-3_47     Document Type: Conference Paper

References (31)

1. Lowe, D.G.: Distinctive image features from scale invariant keypoints. Int'l Journal of Computer Vision 60, 91-110 (2004)
2. Sivic, J., Zisserman, A.: Video google: A text retrieval approach to object matching in videos. In: ICCV (2003)
3. Nistér, D., Stewénius, H.: Scalable recognition with a vocabulary tree. In: CVPR (2006)
4. Oliva, A., Torralba, A.: Modeling the shape of the scene: A holistic representation of the spatial envelope. Int'l Journal of Computer Vision 42, 145-175 (2001)
5. Cai, D., He, X., Han, J.: Spectral regression: a unified subspace learning framework for content-based image retrieval. In: ACM Multimedia (2007)
6. Torralba, A., Fergus, R., Weiss, Y.: Small codes and large image databases for recognition. In: CVPR (2008)
7. Weiss, Y., Torralba, A., Fergus, R.: Spectral hashing. In: NIPS (2008)
8. Gehler, P., Nowozin, S.: On feature combination for multiclass object classification. In: ICCV (2009)
9. Zhang, S., Huang, J., Huang, Y., Yu, Y., Li, H., Metaxas, D.N.: Automatic image annotation using group sparsity. In: CVPR (2010)
10. Fagin, R., Kumar, R., Sivakumar, D.: Efficient similarity search and classification via rank aggregation. In: ACM SIGMOD (2003)
11. Jégou, H., Schmid, C., Harzallah, H., Verbeek, J.: Accurate image search using the contextual dissimilarity measure. IEEE Trans. Pattern Anal. Machine Intell. 32, 2-11 (2010)
12. Qin, D., Gammeter, S., Bossard, L., Quack, T., van Cool, L.: Hello neighbor: accurate object retrieval with k-reciprocal nearest neighbors. In: CVPR (2011)
13. Jaccard, P.: The distribution of the flora in the alpine zone. New Phytologist 11, 37-50 (1912)
14. Page, L., Brin, S., Motwani, R.,Winograd, T.: The PageRank citation ranking: Bringing order to the web (1999)
15. Philbin, J., Chum, O., Isard, M., Sivic, J., Zisserman, A.: Object retrieval with large vocabularies and fast spatial matching. In: CVPR (2007)
16. Chum, O., Philbin, J., Sivic, J., Isard, M., Zisserman, A.: Total recall: Automatic query expansion with a generative feature model for object retrieval. In: ICCV (2007)
17. Jégou, H., Douze, M., Schmid, C.: Hamming Embedding and Weak Geometric Consistency for Large Scale Image Search. In: Forsyth, D., Torr, P., Zisserman, A. (eds.) ECCV 2008, Part I. LNCS, vol. 5302, pp. 304-317. Springer, Heidelberg (2008)
18. Wu, Z., Ke, Q., Isard, M., Sun, J.: Bundling feature for large scale partial-duplicated web image search. In: CVPR (2009)
19. Zhou, W., Lu, Y., Li, H., Song, Y., Tian, Q.: Spatial coding for large scale partial-duplicate web image search. In: ACM Multimedia (2010)
20. Zhang, Y., Jia, Z., Chen, T.: Image retrieval with geometry-preserving visual phrases. In: CVPR (2011)
21. Andoni, A., Indyk, P.: Near-optimal hashing algorithms for approximate nearest neighbor in high dimensions. In: Symposium on Foundations of Computer Science, FOCS (2006)
22. Wang, J., Kumar, S., Chang, S.F.: Semi-supervised hashing for scalable image retrieval. In: CVPR (2010)
23. Gong, Y., Lazebnik, S.: Iterative quantization: A procrustean approach to learning binary codes. In: CVPR (2011)
24. Jing, Y., Balujia, S.: VisualRank: Applying PageRank to large-scale image search. In: IEEE Trans. Pattern Anal. Machine Intell., vol. 30, pp. 1877-1890 (2008)
25. Richardson, M., Domingos, P.: The intelligent surfer: Probabilistic combination of link and content information in PageRank. In: NIPS, vol. 14, pp. 1441-1448 (2002)
26. Duygulu, P., Barnard, K., de Freitas, J.F.G., Forsyth, D.: Object Recognition as Machine Translation: Learning a Lexicon for a Fixed Image Vocabulary. In: Heyden, A., Sparr, G., Nielsen, M., Johansen, P. (eds.) ECCV 2002, Part IV. LNCS, vol. 2353, pp. 97-112. Springer, Heidelberg (2002)
27. Chen, D.M., Baatz, G., Köser, K., Tsai, S.S., Vedantham, R., Pylvänäinen, T., Roimela, K., Chen, X., Bach, J., Pollefeys, M., Girod, B., Grzeszczuk, R.: City-scale landmark indentification on mobile devices. In: CVPR (2011)
28. Wang, X., Yang, M., Cour, T., Zhu, S., Yu, K., Han, T.X.: Contextual weighting for vocabulary tree based image retrieval. In: ICCV (2011)
29. Vedaldi, A., Fulkerson, B.: VLFeat: An open and portable library of computer vision algorithms. In: ICME (2010)
30. Deng, J., Dong, W., Socher, R., Li, L.J., Li, K., Fei-Fei, L.: ImageNet: A large-scale hierarchical image database. In: CVPR (2009)
31. Jégou, H., Douze, M., Schmid, C.: On the burstiness of visual elements. In: CVPR (2009)