The model-based human body motion analysis system
作者： I-Cheng Chang , Chung-Lin Huang , None
DOI: 10.1016/S0262-8856(00)00046-9
关键词:
摘要: Abstract In this paper, we propose a model-based method to analyze the human walking motion. This system consists of three phases: preprocessing phase, model construction and motion analysis phase. experimental results, show that our not only analyzes characteristics body, but also recognizes type input image sequences. Finally, synthesized sequences are illustrated for verification. The major contributions research are: (1) developing skeleton-based motion; (2) using Hidden Markov Model (HMM) posture patterns describe type.
elsevier.com
sci-hub.se 参考文章(22)
Thanarat Horprasert, David Harwood, Larry S Davis, None, A Robust Background Subtraction and Shadow Detection ,(1999)
Thad E. Starner, Visual Recognition of American Sign Language Using Hidden Markov Models. Massachusetts Institute of Technology. ,(1995)
Yi Li, Songde Ma, Hanqing Lu, A multiscale morphological method for human posture recognition Proceedings Third IEEE International Conference on Automatic Face and Gesture Recognition. pp. 56- 61 ,(1998) , 10.1109/AFGR.1998.670925
J. Yamato, J. Ohya, K. Ishii, Recognizing human action in time-sequential images using hidden Markov model computer vision and pattern recognition. pp. 379- 385 ,(1992) , 10.1109/CVPR.1992.223161
Steve Young, Ferdinando Samaria, HMM-based architecture for face identification Image and Vision Computing. ,vol. 12, pp. 537- 543 ,(1994) , 10.1016/0262-8856(94)90007-8
Hsi-Jian Lee, Zen Chen, Determination of 3D human body postures from a single view Graphical Models \/graphical Models and Image Processing \/computer Vision, Graphics, and Image Processing. ,vol. 30, pp. 148- 168 ,(1985) , 10.1016/0734-189X(85)90094-5
Jon A. Webb, J.K. Aggarwal, Structure from motion of rigid and jointed objects Artificial Intelligence. ,vol. 19, pp. 107- 130 ,(1982) , 10.1016/0004-3702(82)90023-6
David Hogg, Model-based vision: a program to see a walking person Image and Vision Computing. ,vol. 1, pp. 5- 20 ,(1983) , 10.1016/0262-8856(83)90003-3
I-Cheng Chang, Chung-Lin Huang, None, Ribbon-based motion analysis of human body movements international conference on pattern recognition. ,vol. 3, pp. 436- 440 ,(1996) , 10.1109/ICPR.1996.546985
Norman I. Badler, Stephen W. Smoliar, Digital Representations of Human Movement ACM Computing Surveys. ,vol. 11, pp. 19- 38 ,(1979) , 10.1145/356757.356760