Uncorrelated multilinear discriminant analysis with regularization for gait recognition

2007 Biometrics Symposium, BSYM

Volumn , Issue , 2007, Pages

  Lu, Haiping ^a   Plataniotis, K N ^a   Venetsanopoulos, A N ^a  

^a UNIVERSITY OF TORONTO   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

BIOMETRICS; DISCRIMINANT ANALYSIS; FEATURE EXTRACTION; TENSORS;

CHALLENGING PROBLEM; GAIT RECOGNITION; REGULARIZATION PROCEDURE; UNCORRELATED; VECTOR PROJECTION;

GAIT ANALYSIS;

EID: 50249134440     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BCC.2007.4430540     Document Type: Conference Paper

References (9)

1. S. Sarkar, P. J. Phillips, Z. Liu, I. Robledo, P. Grother, and K. W. Bowyer, "The human ID gait challenge problem: Data sets, performance, and analysis," IEEE Trans. Pattern Anal. Machine Intell., vol. 27, no. 2, pp. 162-177, Feb. 2005.
2. N. V. Boulgouris, D. Hatzinakos, and K. N. Plataniotis, "Gait recognition: a challenging signal processing technology for biometrics," IEEE Signal Processing Mag., vol. 22, no. 6, Nov. 2005.
3. A. Kale, A. N. Rajagopalan, A. Sunderesan, N. Cuntoor, A. Roy-Chowdhury, V. Krueger, and R. Chellappa, "Identification of humans using gait," IEEE Trans. Image Processing, vol. 13, no. 9, pp. 1163-1173, Sept. 2004.
4. H. Lu, K. N. Plataniotis, and A. N. Venetsanopoulos, "MPCA: Multilinear principal component analysis of tensor objects," IEEE Trans. Neural Networks, vol. 18, no. 6, Nov. 2007, to be published.
5. S. Yan, D. Xu, Q. Yang, L. Zhang, X. Tang, and H. Zhang, "Multilinear discriminant analysis for face recognition," IEEE Trans. Image Processing, vol. 16, no. 1, pp. 212-220, Jan. 2007.
6. D. Tao, X. Li, X. Wu, and S. J. Maybank, "General tensor discriminant analysis and gabor features for gait recognition," IEEE Trans. Pattern Anal. Machine Intell., to appear.
7. Y. Wang and S. Gong, "Tensor discriminant analysis for view-based object recognition," in Proc. Int. Conf. on Pattern Recognition, August 2006, vol. 3, pp. 33-36.
8. D. Tao, X. Li, X. Wu, and S. J. Maybank, "Elapsed time in human gait recognition: A new approach," in Proc. IEEE Int. Conf. on Acoustics, Speech and Signal Processing, Apr. 2006, vol. 2, pp. 177-180.
9. T. G. Kolda, "Orthogonal tensor decompositions," SIAM Journal of Matrix Analysis and Applications, vol. 23, no. 1, pp. 243-255, 2001.