Human identification using body prior and generalized EMD

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2011, Pages 1441-1444

  Ma, Lianyang ^a   Yang, Xiaokang ^a   Xu, Yi ^a   Zhu, Jun ^a  

^a SHANGHAI JIAO TONG UNIVERSITY   (China)

Author keywords

body prior; EMD; human identification; KL divergence; learning weight

Indexed keywords

BODY PRIOR; EMD; HUMAN IDENTIFICATION; KL-DIVERGENCE; LEARNING WEIGHT;

IMAGE SEGMENTATION;

EID: 84863068167     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2011.6115774     Document Type: Conference Paper

References (12)

1. Niloofar Gheissari, Thomas B. Sebastian, and Richard Hartley, "Person reidentification using spatiotemporal appearance," in CVPR, 2006, pp. 1528-1535.
2. D. Gray and H. Tao, "Viewpoint invariant pedestrian recognition with an ensemble of localized features," in ECCV, 2008.
3. W.R. Schwartz and L.S. Davis, "Learning discriminative appearance-based models using partial least squares," in Proceedings of the XXII Brazilian Symposium on Computer Graphics and Image Processing, 2009.
4. O. Oreifej, R. Mehran, and M. Shah, "Human identity recognition in aerial images," in CVPR, 2010, pp. 709-716.
5. Grotowski J.F EBotev. Z.I. and Kroese D. P., "Kernel density estimation via diffusion," The Annals of Mathematical Statistics, vol. 38, pp. 2916-2957, 2010.
6. Y. Rubner, C. Tomasi, and L.J. Guibas, "A metric for distributions with applications to image databases," in ICCV, 1998, pp. 59-66.
7. F. L. Hitchcock, "The distribution of a product from several sources to numerous localities," Journal of Math. Phys., vol. 20, pp. 224-230, 1941.
8. Chunhui Gu, Joseph J. Lim, Pablo Arbelez, and Jitendra Malik, "Recognition using regions," in CVPR, 2009, vol. 2, pp. 1030-1037.
9. S. Kullback and R. A. Leibler, "On information and sufficiency,"Annals of Mathematical Statistics, vol. 22, pp. 79-86, 1951.
10. D. B Rubin, "Iteratively reweighted least squares," Encyclopedia of Statistical Sciences, vol. 4, pp. 272C275, 1983.
11. A. Ess, B. Leibe, and L. Van Gool, "Depth and appearance for mobile scene analysis," in ICCV'07, October 2007.
12. Cho J. Hsieh Xiang R. Wang Chih J. Lin Rong E. Fan, Kai W. Chang, "Liblinear: A library for large linear classification,"Journal of Machine Learning Research, pp. 1871-1874, 2008.