Person search in a scene by jointly modeling people commonness and person uniqueness

MM 2014 - Proceedings of the 2014 ACM Conference on Multimedia

Volumn , Issue , 2014, Pages 937-940

  Xu, Yuanlu ^a   Huang, Rui ^b   Ma, Bingpeng ^c   Lin, Liang ^a  

^a SUN YAT SEN UNIVERSITY   (China)

^b HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

^c Univ of China Academy Sci   (China)

Author keywords

Fisher vector; Generative model; GMM; Person search

Indexed keywords

DETECTION AND IDENTIFICATIONS; FISHER VECTORS; GENERATIVE MODEL; MULTIMEDIA SEARCH; PERSON RE IDENTIFICATIONS; PERSON SEARCH; SEQUENTIAL COMBINATION; VERIFICATION PROBLEMS;

BENCHMARKING;

EID: 84913593792     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2647868.2654965     Document Type: Conference Paper

References (14)

1. N. Dalal and B. Triggs. Histograms of oriented gradients for human detection. CVPR, 2005.
2. P. Dollár, C. Wojek, B. Schiele, and P. Perona. Pedestrian detection: An evaluation of the state of the art. TPAMI, 2012.
3. M. Farenzena, L. Bazzani, A. Perina, V. Murino, and M. Cristani. Person re-identification by symmetry-driven accumulation of local features. CVPR, 2010.
4. P. F. Felzenszwalb, R. B. Girshick, D. McAllester, and D. Ramanan. Object detection with discriminatively trained part based models. TPAMI, 2010.
5. F. Fleuret, E. Turetken, and P. Fua. Multiple object tracking using k-shortest paths optimization. TPAMI, 2011.
6. D. Gray and H. Tao. Viewpoint invariant pedestrian recognition with an ensemble of localized features. ECCV, 2008.
7. P. Jain, B. Kulis, and K. Grauman. Fast image search for learned metrics. CVPR, 2008.
8. W. Li and X. Wang. Locally aligned feature transforms across views. CVPR, 2013.
9. B. Ma, Y. Su, and F. Jurie. Local descriptors encoded by fisher vectors for person re-identification. ECCV Workshops, 2012.
10. Y. Rui, T. S. Huang, and S.-F. Chang. Image retrieval: Current techniques, promising directions, and open issues. J. Vis. Commun. Image Represent., 10(1):39-62, 1999.
11. J. Sanchez, F. Perronnin, T. Mensink, and J. Verbeek. Image classification with the fisher vector: Theory and practice. IJCV, 2013.
12. Y. Xu, L. Lin, W. Zheng, and X. Liu. Human re-identification by matching compositional template with cluster sampling. ICCV, 2013.
13. R. Zhao, W. Ouyang, and X. Wang. Unsupervised salience learning for person re-identification. CVPR, 2013.
14. W. Zheng, S. Gong, and T. Xiang. Re-identification by relative distance comparison. TPAMI, 2013.