Search pruning in video surveillance systems: Efficiency-reliability tradeoff

Proceedings of the IEEE International Conference on Computer Vision

Volumn , Issue , 2011, Pages 1356-1363

  Dantcheva, Antitza ^a   Singh, Arun ^a   Elia, Petros ^a   Dugelay, Jean Luc ^a  

^a EURECOM   (France)

Author keywords

[No Author keywords available]

Indexed keywords

EFFICIENCY AND RELIABILITY; HUMAN IDENTIFICATION; INFORMATION DIVERGENCE; INFORMATION-THEORETIC METHODS; OBJECT OF INTERESTS; OBJECT RECOGNITION SYSTEMS; SEARCH SPACES; STOCHASTIC BEHAVIOR; STOCHASTIC SETTINGS; UNSTRUCTURED DATA; VIDEO SURVEILLANCE SYSTEMS; VISION-BASED APPLICATIONS;

BIOMETRICS; INFORMATION THEORY; OBJECT RECOGNITION; RANDOM ERRORS; RELIABILITY; SECURITY SYSTEMS; STOCHASTIC SYSTEMS;

COMPUTER APPLICATIONS;

EID: 84863411351     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCVW.2011.6130409     Document Type: Conference Paper

References (16)

1. M. J. Swain and D. H. Ballard, "Color Indexing, " Inter. Journal of Computer Vision, vol. 7, no. 1, pp. 11-32, 1991.
2. S. Agarwal, A. Awan and D. Roth, "Learning to detect objects in images via a sparse, part-based representation, " IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 26, no. 11, pp. 1475-1490, 2004.
3. E. Nowak, F. Jurie and B. Triggs "Sampling strategies for bag-offeatures image classification, " in Proc. of ECCV, 2006.
4. A. K. Jain, S. C. Dass and K. Nandakumar, "Can soft biometric traits assist user recognition?, " in Proc. of SPIE, 5404: 561-572, 2004.
5. A. K. Jain, S. C. Dass and K. Nandakumar, "Soft biometric traits for personal recognition systems, " in Proc. of ICBA, 2004.
6. N. Kumar, P. N. Belhumeur and S. K. Nayar, "FaceTracer: a search engine for large collections of images with faces, " in Proc. of ECCV, 2008.
7. N. Kumar, A. C. Berg, P. N. Belhumeur and S. K. Nayar, "Attribute and simile classifiers for face verification, " in Proc. of IEEE ICCV, 2009.
8. G. Givens, J. R. Beveridge, B. A. Draper and D. Bolme, "A statistical assessment of subject factors in the pca recognition of human faces, " in Proc. of IEEE CVPR, 2003.
9. E. Newham, The biometric report, SJB Services, New York, 1995.
10. T. M. Cover and J. A. Thomas, Elements of Information Theory, 2nd edition, ISBN: 0-471-24195-4, Wiley, 2006.
11. L. Zheng and D. Tse, "Diversity and multiplexing: A fundamental tradeoff in multiple-antenna channels, " IEEE Trans. Info. Theory, vol. 49, no. 5, May 2003.
12. E. Agrell, T. Eriksson, A. Vardy, and K. Zeger, "Closest point search in lattices, " IEEE Trans. Info. Theory, vol. 48, no. 8, Aug. 2002.
13. A. Dantcheva and C. Velardo and A. D'Angelo and J.-L. Dugelay, "Bag of soft biometrics for person identification. New trends and challenges, " Multimedia Tools and Applications, vol. 51, no. 2, pp. 739-777, 2011.
14. A. Dantcheva, J.-L. Dugelay, and P. Elia, "Person recognition using a bag of facial soft biometrics (BoFSB), "in Proc. of IEEE MMSP, 2010.
15. F. Escolano, P. Suau, B. Bonev, Information Theory in Computer Vision and Pattern Recognition, 2nd printing, Springer, ISBN: 978-1-84882-296-2, 2009.
16. J. Coughlan and A. L. Yuille. "A Large Deviation Theory Analysis of Bayesian Tree Search, " In Math. Methods in Computer Vision. IMA Volumes in Mathematics and its Applications, vol. 133, pp. 1-17. Springer-Verlag New York Inc., 2003.