Fast approximate kernel-based similarity search for image retrieval task

Proceedings - International Conference on Pattern Recognition

Volumn , Issue , 2008, Pages

  Gorisse, David ^a   Cord, Matthieu ^b   Precioso, Frederic ^a   Philipp Foliguet, Sylvie ^a  

^a Centre national de la recherche scientifique   (France)

^b UNIVERSITÉ PIERRE ET MARIE CURIE   (France)

Author keywords

[No Author keywords available]

Indexed keywords

CONTENT BASED RETRIEVAL;

CONTENT BASED IMAGE RETRIEVAL; DISTANCE METRICS; DISTANCE-BASED INDEXING; LARGE IMAGE DATABASE; LINEAR SCANNING; SIMILARITY METRICS; SIMILARITY SEARCH;

PATTERN RECOGNITION;

EID: 77957947033     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/icpr.2008.4761225     Document Type: Conference Paper

References (13)

1. A. Andoni. E2lsh. http://www.mit.edu/∼andoni/LSH/.
2. M. Charikar. Similarity estimation techniques from rounding algorithms. ACM, pages 380-388, 2002.
3. Y. Chiaramella, P. Mulhem, M. Mechkour, I. Ounis, and M. Pasca. Towards a fast precision-oriented image retrieval system. ACM, pages 383-384, 1998.
4. M. Datar, N. Immorlica, P. Indyk, and V. Mirrokni. Locality-sensitive hashing scheme based on p-stable distributions. SCG, pages 253-262, 2004.
5. M. Everingham, A. Zisserman, C. K. I. Williams, and L. Van-Gool. Pascal voc2006.
6. P.-H. Gosselin, M. Cord, and S. Philipp-Foliguet. Kernel on bags for multi-object database retrieval. CIVR, 2007.
7. K. Grauman. Matching Sets of Features for Efficient Retrieval and Recognition. PhD thesis, MIT, 2006.
8. K. Grauman and T. Darrell. Pyramid match hashing: Sub-linear time indexing over partial correspondences. CVPR, pages 1-8, 2007.
9. P. Indyk and R. Motwani. Approximate nearest neighbors: towards removing the curse of dimensionality. ACM, pages 604-613, 1998.
10. D. Lowe. Distinctive image features from scaleinvariant keypoints. IJCV, 60(2):91-110, 2004.
11. S. Lyu. Mercer kernels for object recognition with local features. CVPR, 2:223-229, 2005.
12. K. Mikolajczyk, T. Tuytelaars, C. Schmid, A. Zisserman, J. Matas, F. Schaffalitzky, T. Kadir, and L. Gool. A comparison of affine region detectors. IJCV, 65(1):43-72, 2005.
13. J. Shawe-Taylor and N. Cristianini. Kernel Methods for Pattern Analysis. Cambridge University Press, 2004.