Human Posture Recognition in Video Sequence
作者： Monique Thonnat , François Bremond , Bernard Boulay
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摘要: This paper presents a new approach to recognize human postures in video sequences comparing two methods. We first describe these methods based on 2D appearances. The one uses projections of moving pixels the reference axis. second method decomposes silhouette into blocks and learns posture appearances through PCA. Then we use 3D model make previous independent camera position. At end give some preliminary results conclude effectiveness this approach.
参考文章(11)
S. Iwasawa, J. Ohya, K. Takahashi, T. Sakaguchi, S. Kawato, K. Ebihara, S. Morishima, Real-time, 3D estimation of human body postures from trinocular images international conference on computer vision. pp. 3- 10 ,(1999) , 10.1109/PEOPLE.1999.798340
I. Haritaoglu, D. Harwood, L.S. Davis, Ghost: a human body part labeling system using silhouettes international conference on pattern recognition. ,vol. 1, pp. 77- 82 ,(1998) , 10.1109/ICPR.1998.711084
Erik Granum, Thomas B. Moeslund, 3D human pose estimation using 2D-Data and an alternative phase space representation ,(2000)
I. Haritaoglu, D. Harwood, L.S. Davis, W/sup 4/: Who? When? Where? What? A real time system for detecting and tracking people ieee international conference on automatic face and gesture recognition. pp. 222- 227 ,(1998) , 10.1109/AFGR.1998.670952
Q. Delamarre, O. Faugeras, 3D articulated models and multi-view tracking with silhouettes international conference on computer vision. ,vol. 2, pp. 716- 721 ,(1999) , 10.1109/ICCV.1999.790292
N. Rota, M. Thonnat, Video sequence interpretation for visual surveillance Versus. pp. 59- 68 ,(2000) , 10.1109/VS.2000.856858
Nobutaka Shimada, Kousuke Kimura, Yoshiaki Shirai, None, Real-time 3D hand posture estimation based on 2D appearance retrieval using monocular camera international conference on computer vision. pp. 23- 30 ,(2001) , 10.1109/RATFG.2001.938906
S. Iwasawa, K. Ebihara, J. Ohya, S. Morishima, Real-time estimation of human body posture from monocular thermal images computer vision and pattern recognition. pp. 15- 20 ,(1997) , 10.1109/CVPR.1997.609290
C.R. Wren, A. Azarbayejani, T. Darrell, A.P. Pentland, Pfinder: real-time tracking of the human body IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 19, pp. 780- 785 ,(1997) , 10.1109/34.598236
Tao Zhao, R. Nevatia, Fengjun Lv, Segmentation and tracking of multiple humans in complex situations computer vision and pattern recognition. ,vol. 2, pp. 194- 201 ,(2001) , 10.1109/CVPR.2001.990958