Gait recognition using wavelet descriptors and independent component analysis

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3972 LNCS, Issue , 2006, Pages 232-237

  Lu, Jiwen ^a   Zhang, Erhu ^a   Jing, Cuining ^a  

^a XI'AN UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; FEATURE EXTRACTION; INDEPENDENT COMPONENT ANALYSIS; MOTION PICTURES; PATTERN RECOGNITION;

FIXED POINT ALGORITHM; HUMAN IDENTIFICATION; SUPPORT VECTOR MACHINE; WAVELET DESCRIPTORS;

GAIT ANALYSIS;

EID: 33745876222     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11760023_34     Document Type: Conference Paper

References (13)

1. http://sinobiometrics.com
2. Wang, L., Tan, T., Ning, H., Hu, W.: Silhouette Analysis-Based Gait Recognition for Human Identification. IEEE Transactions on Pattern Analysis and Machine Intelligence 25 (2003) 1505-1518
3. Mowbray, S.D., Nixon, M.S.: Automatic Gait Recognition via Fourier Descriptors of Deformable Objects. Proceedings of 4th International Conference on Audio and Video-based Biometrics Person Authentication (2003)
4. Yu, S., Wang, L., Hu, W., Tan T.: Gait Analysis for Human Identification in Frequency Domain. Proceedings of the Third International Conference on Image and Graphics. Hong Kong, China (2004)
5. Han, H.: Study on Gait Extraction and Human Identification Based on Computer Vision. Doctoral thesis. University of Science and Technology Beijing, Beijing (2003) (in Chinese)
6. nd International Symposium on Neural Networks. Chongqing, China (2005).
7. st International Conference on Natural Computation. Changsha, China (2005).
8. Lee, L.: Gait Analysis for Classification. Doctoral Thesis. Massachusetts Institute of Technology, USA (2002)
9. Wagg, D.K., Nixon, M.S.: An Automated Model-based Extraction and Analysis of Gait. IEEE Conference on Automatic Face and Gesture Recognition, Seoul, Korea, 5 (2004) 11-16
10. Hyvarinen, A.: Independent Component Analysis: Algorithm and Applications. Neural Networks 13 (2000) 411-430
11. Hyvarinen, A.: A Fast and Robust Fixed-Point Algorithm for Independent Component Analysis. IEEE Transaction on Neural Networks 3 (1999) 626-634
12. Yuen, P.C., Lai, J.H.: Face representation using independent component analysis. Pattern Recognition 35 (2002) 1247-1257
13. Deniz, O., Catrillon, M., Hernandez, M.: Face Recognition Using Independent Component Analysis and Support Vector Machines. Pattern Recognition Letters 24 (2003) 2153-2157