Human action recognition using independent component analysis

International Symposium on Intelligence Techniques in Computer Games and Simulations, Pre-GAMEON-ASIA 2007 and Pre-ASTEC 2007

Volumn , Issue , 2007, Pages

  Yamazaki, Masaki ^a   Chen, Yen Wei ^a   Xu, Gang ^a  

^a RITSUMEIKAN UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER GAMES; FACE RECOGNITION; GESTURE RECOGNITION; INDEPENDENT COMPONENT ANALYSIS; MOTION ESTIMATION; PATTERN RECOGNITION;

EIGENSPACES; FEATURE SPACE; HUMAN ACTIONS; HUMAN-ACTION RECOGNITION; INDEPENDENT COMPONENT ANALYSIS(ICA); INPUT FEATURES;

PRINCIPAL COMPONENT ANALYSIS;

EID: 84922552056     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (18)

1. Y. Yacoob and M. J. Black, "Parameterized modeling and recognition of activities", Journal of Computer Vision and Image Understanding, vol. 73, no. 2, pp. 232-247, 1999.
2. D. M. Gavrila and L. S. Davis, "3-D model-based tracking of humans in action: a multi-view approach", Proc. IEEE Conf. Computer Vision and Pattern Recognition, pp. 73-80, 1996.
3. H. Murase and R. Sakai, "Moving object recognition in eigenspace representation: Gait analysis and lip reading", Pattern Recognition Letters, vol. 17, pp. 155-162, 1996.
4. O. Masoud, and N. Papanikolopoulos, "A Method for Human Action Recognition", Image and Vision Computing, vol. 21, no. 8, pp. 729-743, Aug. 2003
5. L. Wang, T. Tan, H. Ning and W. Hu, "Silhouette Analysis-Based Gait Recognition for Human Identification", IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 25, no. 12, pp. 1505-1518, 2003.
6. M. Bartlett, J. Movellan, and T. Sejnowski, "Face recognition by independent component analysis", IEEE Trans. Neural Networks, pp. 1450-1464, 2002.
7. J. Yang, D. Zhang and J. Y. Yang, "Is ICA Significantly Better than PCA for Face Recognition ?", Proc. IEEE Int. Conf. Computer Vision, pp. 198-203, 2005.
8. C. Cedras and M. Shah, "Motion-based recognition: a survey", Image and Vision Computing, vol. 13, no. 2, pp. 129-155, 1989.
9. D. M. Gavrila, "The visual analysis of human movement: a survey", Journal of Computer Vision and Image Understanding, vol. 73, no. 1, pp. 82-98, January, 1999.
10. L. Campbell and A. Bobick, "Recognition of human body motion using phase space constraints", Proc. IEEE Int. Conf. Computer Vision, pp. 624-630, 1995
11. A. Bell, and T. Sejnowski, "An informationmaximization approach to blind separation and blind deconvolution", Neural Computation 7:1129-1159, 1995.
12. C. Schuldt, I. Laptev and B. Caputo, "Recognizing Human Actions: A Local SVM Approach" Proc. Int'l Conf. Pattern Recognition, pp. 32-36, 2004.
13. K. Fukunaga, Introduction to Statistical Pattern Recognition, Academic Press, 1990.
14. A. Hyvarinen, J. Karhunen, and E. Oja, Independent Component Analysis. Wiley, New York, 2001.
15. M. Black and A. Jepson, "Eigentracking: Robust matching and tracking of articulated objects using view-based representation", Int'l Journal of Computer Vision, vol. 26, pp. 63-84, 1998.
16. C. Ben Abdelkader, R. Culter, H. Nanda, and L. Davis, "EigenGait: Motion-Based Recognition of People Using Image Self-Similarity", Proc. Int'l Conf. Audio- and Video-Based Biometric Person Authentication, pp. 284-294, 2001.
17. J. Lu, E. Zhang, Z. Zhang, and Y. Xue, "Gait Recognition Using Independent Component Analysis", Proc. Advances in Neural Networks, pp. 183-188, 2005.
18. K. K. Lee and Y. Xu, "Modeling Human Actions from Learning", Proc. IEEE Int. Conf. Intelligent Robots and Systems, pp. 2787-2792, 2004.