Multi-view gait recognition based on motion regression using multilayer perceptron

Proceedings - International Conference on Pattern Recognition

Volumn , Issue , 2010, Pages 2186-2189

  Kusakunniran, Worapan ^a,d   Wu, Qiang ^b   Zhang, Jian ^a,d   Li, Hongdong ^c,d  

^a UNIVERSITY OF NEW SOUTH WALES   (Australia)

^b UNIVERSITY OF TECHNOLOGY SYDNEY   (Australia)

^c AUSTRALIAN NATIONAL UNIVERSITY   (Australia)

^d CSIRO   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

BENCHMARK DATABASE; BIOMETRIC FEATURES; GAIT FEATURES; GAIT RECOGNITION; MOTION INFORMATION; MULTI LAYER PERCEPTRON; MULTI-VIEWS; REGION OF INTEREST; REGRESSION PROBLEM; SIMILARITY MEASUREMENTS; VIEW TRANSFORMATIONS; VIEWING ANGLE;

BIOMETRICS; MULTILAYERS; REGRESSION ANALYSIS;

GAIT ANALYSIS;

EID: 78149481382     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2010.535     Document Type: Conference Paper

References (6)

1. R. O. Duda, P. E. Hart, and D. G. Stork. Pattern classification. J. Wiley, New York, USA, 2001.
2. A. Kale, K. R. Chowdhury, and R. Chellappa. Towards a view invariant gait recognition algorithm. In Proc. of IEEE Conf. on Advanced Video and Signal Based Surveillance, pages 143-150, 2003.
3. W. Kusakunniran, Q. Wu, H. Li, and J. Zhang. Multiple views gait recognition using view transformation model based on optimized gait energy image. In Proc. of IEEE Int. Conf. on Computer Vision (THEMIS workshop), pages 1058-1064, 2009.
4. F. Lv, T. Zhao, and R. Nevatia. Camera calibration from video of a walking human. IEEE Trans. on Pattern Analysis and Machine Intelligence, 28(9):1513-1518, 2006.
5. Y. Makihara, R. Sagawa, Y. Mukaigawa, T. Echigo, and Y. Yagi. Gait recognition using a view transformation model in the frequency domain. In Proc. of European Conf. on Computer Vision, pages 151-163, 2006.
6. G. Shakhnarovich, L. Lee, and T. Darrell. Integrated face and gait recognition from multiple views. In Proc. of IEEE Conf. on Computer Vision and Pattern Recognition, pages 439-446, 2001.