Person re-identification using view-dependent score-level fusion of gait and color features

Proceedings - International Conference on Pattern Recognition

Volumn , Issue , 2012, Pages 2694-2697

  Kawai, Ryo ^a   Makihara, Yasushi ^a   Hua, Chunsheng ^a   Iwama, Haruyuki ^a   Yagi, Yasushi ^a  

^a OSAKA UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

COLOR FEATURES; GAIT FEATURES; GRADIENT BASED; NON-OVERLAPPING CAMERAS; PERSON RE IDENTIFICATIONS; SCORE-LEVEL FUSION; SPATIO-TEMPORAL HISTOGRAM; VIEW-DEPENDENT;

DIGITAL CAMERAS; GAIT ANALYSIS; PATTERN RECOGNITION;

COLOR;

EID: 84874568087     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (16)

1. F. Alonso-Fernandez, J. Fierrez, D. Ramos, and J. Ortega-Garcia. Dealing with sensor interoperability in multi-biometrics: The upm experience at the biose-cure multimodal evaluation 2007. In Proc. of SPIE 6994, Biometric Technologies for Human Identification IV, Orlando, FL, USA, Mar. 2008.
2. D. Baltieri, R. Vezzani, and R. Cucchiara. 3dpes: 3d people dataset for surveillance and forensics. In Proc. of the 1st Int. ACM Workshop on Multimedia access to 3D Human Objects, pages 59-64, Scottsdale, Arizona, USA, Nov 2011.
3. S. Bengio, C. Marcel, S. Marcel, and J. Mariethoz. Con-fidence measures for multimodal identity verification. Information Fusion, 3(4):267-276, 2002.
4. N. Dalal and B. Triggs. Histograms of oriented gra-dients for human detection. In CVPR2005, II, pages 886-893, 2005.
5. O. Hamdoum, F. Moutarde, B. Stanciulescu, and B. Steux. Persion re-identification in multi-camera sys-tem by sinature based interest point descriptors col-lected on short video sequences. In Proc. of the 2nd ACM/IEEE Int. Conf. on Distributed Smart Cameras, pages 1-6, 2008.
6. Y. Ijiri, S. Lao, T. Han, and H. Murase. Efficient facial attribute recognition with a spatial codebook. In Proc. of the 20th Int. Conf. on Pattern Recognition, pages 1461-1464, Aug. 2010.
7. Z. Liu and S. Sarkar. Simplest representation yet for gait recognition: Averaged silhouette. In Proc. of the 17th Int. Conf. on Pattern Recognition, volume 1, pages 211-214, Aug. 2004.
8. C. Nakajima, M. Pontil, B. Heisele, and T. Poggio. Full-body person recognition system. Pattern Recognition, 36(9):1997-2006, 2003.
9. M. S. Nixon, T. N. Tan, and R. Chellappa. Human Iden-tification Based on Gait. International Series on Bio-metrics. Springer-Verlag, Dec. 2005.
10. U. Park, A. Jain, I. Kitahara, K. Kogure, and N. Hagita. Vise: Visual seach engine using multiple networked cameras. In Proc. of the 18th Int. Conf. on Pattern Recognition, pages 1204-1207, 2006.
11. B. Prosser, W.-S. Zheng, S. Gong, and T. Xiang. Person re-identification by support vector ranking. In Proc. of the 21th British Machine Vision Conf., pages 21. 1-11, 2010.
12. M. Rodriguez, J. Sivic, I. Laptev, and J.-Y. Audibert. Density-aware person detection and tracking in crowds. In Proc. of the 13th Int. Conf. on Computer Vision, 2011.
13. S. Sarkar, J. Phillips, Z. Liu, I. Vega, P. G. ther, and K. Bowyer. The humanid gait challenge problem: Data sets, performance, and analysis. Trans. of Pattern Anal-ysis and Machine Intelligence, 27(2):162-177, 2005.
14. K. Sugiura, Y. Makihara, and Y. Yagi. Gait identifica-tion based on multi-view observations using omnidirec-tional camera. In Proc. 8th Asian Conference on Com-puter Vision, pages 452-461, Tokyo, Japan, Nov. 18-22 2007. LNCS 4843.
15. J. Sun, W. Zhang, X. Tang, and H.-Y. Shum. Back-ground cut. In Proc. of the 9-th European Conf. on Computer Vision, volume 2, pages 628-641, 2006.
16. S. Yu, D. Tan, and T. Tan. Modelling the effect of view angle variation on appearance-based gait recognition. In Proc. of 7th Asian Conf. on Computer Vision, volume 1, pages 807-816, Jan. 2006.