Detecting objects in large image collections and videos by Efficient Subimage Retrieval

Proceedings of the IEEE International Conference on Computer Vision

Volumn , Issue , 2009, Pages 987-994

  Lampert, Christoph H ^a  

^a MAX PLANCK INSTITUTE FOR BIOLOGICAL CYBERNETICS   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

BRANCH AND BOUNDS; CONTENT BASED IMAGE RETRIEVAL; DATA SETS; DETECTING OBJECTS; DETECTION ACCURACY; LARGE IMAGES; OBJECT LOCALIZATION; OBJECT-BASED IMAGE RETRIEVAL; SUB-IMAGE RETRIEVAL;

COMPUTER VISION;

IMAGE RETRIEVAL;

EID: 77953196178     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCV.2009.5459359     Document Type: Conference Paper

References (23)

1. C. Carson, S. Belongie, H. Greenspan, and J. Malik. Blobworld: Image segmentation using expectation-maximization and its application to image querying. PAMI, 24(8), 2002.
2. T. Deselaers, D. Keysers, and H. Ney. Features for image retrieval: An experimental comparison. Information Retrieval, 11(2), 2008.
3. V. Ferrari, M. Marín, and A. Zisserman. Pose Search: retrieving people using their pose. In CVPR, 2009.
4. D. A. Forsyth, J. Malik, M. M. Fleck, H. Greenspan, T. K. Leung, S. Belongie, C. Carson, and C. Bregler. Finding pictures of objects in large collections of images. In Object Representation in Computer Vision II. Springer, 1996.
5. V. Gouet and N. Boujemaa. Object-based queries using color points of interest. In IEEE CBAIVL, 2001.
6. A. Jain, Y. Zhong, and S. Lakshmanan. Object matching using deformable templates. PAMI, 18(3), 1996.
7. Y. Ke, R. Sukthankar, and L. Huston. Efficient near-duplicate detection and sub-image retrieval. In ACM Multimedia, 2004.
8. C. H. Lampert, M. B. Blaschko, and T. Hofmann. Beyond sliding windows: Object localization by efficient subwindow search. In CVPR, 2008.
9. M. Lew, N. Sebe, C. Djeraba, and R. Jain. Content-based multimedia information retrieval: State of the art and challenges. ACM TOMCCAP, 2(1):1-19, 2006.
10. A. Martinez. Face image retrieval using HMMs. In IEEE CBAIVL, 1999.
11. J. Philbin, O. Chum, M. Isard, J. Sivic, and A. Zisserman. Object retrieval with large vocabularies and fast spatial matching. In CVPR, 2007.
12. R. Rahmani, S. Goldman, H. Zhang, S. Cholleti, and J. Fritts. Localized content-based image retrieval. PAMI, 30(11), 2008.
13. B. Schölkopf and A. Smola. Learning with kernels. MIT Press, 2002.
14. J. Sivic and A. Zisserman. Efficient visual search of videos cast as text retrieval. PAMI, 31(4), 2009.
15. A. Smeulders, M.Worring, S. Santini, A. Gupta, and R. Jain. Content-based image retrieval at the end of the early years. PAMI, 22(12), 2000.
16. B. Song, M. Kim, and J. Ra. A fast multiresolution feature matching algorithm for exhaustive search in large image databases. IEEE TCSVT, 11(5), 2001.
17. D. Squire, W. Müller, H. Müller, and T. Pun. Content-based query of image databases: Inspirations from text retrieval. Pattern Recognition Letters, 21(13-14), 2000.
18. D. Stan and I. Sethi. Image retrieval using a hierarchy of clusters. In ICAPR. Springer, 2001.
19. M. Swain and D. Ballard. Color indexing. IJCV, 7(1):11-32, 1991.
20. M. Tipping and B. Schölkopf. A kernel approach for vector quantization with guaranteed distortion bounds. In AISTATS, 2007.
21. K. van de Sande, T. Gevers, and C. Snoek. Evaluation of color descriptors for object and scene recognition. In CVPR, 2008.
22. V. Vinod and H. Murase. Focused color intersection with efficient searching for object extraction. Pattern Recognition, 30(10), 1997.
23. W. Wu and J. Yang. Object fingerprints for content analysis with applications to street landmark localization. In ACM Multimedia, 2008.