Subpattern-based complete two dimensional principal component analysis for gait recognition

Moshi Shibie yu Rengong Zhineng/Pattern Recognition and Artificial Intelligence

Volumn 22, Issue 6, 2009, Pages 854-861

  Wang, Ke Jun ^a   Ben, Xian Ye ^a   Liu, Li Li ^a   Li, Xue Feng ^a  

^a HARBIN ENGINEERING UNIVERSITY   (China)

Author keywords

Complete Two Dimensional Principal Component Analysis (C2DPCA); Gait Energy Image (GEI); Gait Recognition; Subpattern Complete Two Dimensional Principal Component Analysis (SpC2DPCA)

Indexed keywords

GAIT ENERGY IMAGES; GAIT RECOGNITION; LOCAL FEATURE EXTRACTION; NEAREST NEIGHBOR CLASSIFIER; PERSON IDENTIFICATION; SUB-BLOCKS; SUBIMAGES; TWO DIMENSIONAL PRINCIPAL COMPONENT ANALYSIS;

FACE RECOGNITION; FEATURE EXTRACTION; GAIT ANALYSIS; TWO DIMENSIONAL;

PRINCIPAL COMPONENT ANALYSIS;

EID: 75349092269     PISSN: 10036059     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (17)

1. Wang Kejun, Hou Benbo. A Survey of Gait Recognition. Journal of Image and Graphics, 2007, 12(7): 1152-1160 (in Chinese).
2. Tan Tieniu, Hu Weiming, Wang Liang. Gait-Based Human Identification at a Distance. China. CN01144157.7. 2003-06-25 (in Chinese).
3. Su Han, Huang Fenggang. A Method for Human Gait Recognition Using Spatial-Temporal Analysis. Pattern Recognition and Artificial Intelligence, 2007, 20(2): 281-286 (in Chinese).
4. Chen Shi, Ma Tianjun, Huang Wanhong, et al. Gait Recognition Based on Shape Context Descriptor. Pattern Recognition and Artificial Intelligence, 2007, 20(6): 794-799 (in Chinese).
5. Zhao Guoying, Xiang Shiming, Li Hua. Gait Sequences Recognition Based on Reflective Symmetry. Journal of Computer-Aided Design and Computer Graphics, 2005, 17(10): 2239-2244 (in Chinese).
6. Sarkar S. The Human ID Gait Challenge Problem: Data Sets, Performance and Analysis. IEEE Trans on Pattern Analysis and Machine Intelligence, 2005, 27(2): 162-177.
7. Peng Zhang, Wu Xiaojuan, Yang Jun. A Multi-View Method for Gait Recognition Based on the Length of Body's Parts. Acta Automatica Sinica, 2007, 33(2): 210-213 (in Chinese).
8. Han J, Bhanu B. Individual Recognition Using Gait Energy Image. IEEE Trans on Pattern Analysis and Machine Intelligence, 2006, 28(2): 316-322.
9. Han J, Bhanu B. Statistical Feature Fusion for Gait-Based Human Recognition // Proc of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Washington, USA, 2004, II: 842-847.
10. Jian Yang, Zhang D, Frangi A F, et al. Two-Dimensional PCA: A New Approach to Appearance-Based Face Representation and Recognition. IEEE Trans on Pattern Analysis and Machine Intelligence, 2004, 26(1): 131-137.
11. Zhang Daoqiang, Zhou Zhihua. Two-Directional Two-Dimensional PCA for Efficient Face Representation and Recognition. Neurocomputing, 2005, 69(1/2/3): 224-231.
12. Xu Anbang, Jin Xin, Jiang Yugang, et al. Complete Two-Dimensional PCA for Face Recognition // Proc of the 18th IEEE International Conference on Pattern Recognition. Hongkong, China, 2006, III: 481-484.
13. Gottumukkal R, Vijayan K A. An Improved Face Recognition Technique Based on Modular PCA Approach. Pattern Recognition Letters, 2004, 25(4): 429-436.
14. Chen Songcan, Zhu Yulian. Subpattern-Based Principle Component Analysis. Pattern Recognition, 2004, 37(5): 1081-1083.
15. Tan Keren, Chen Songcan. Adaptively Weighted Sub-Pattern PCA for Face Recognition. Neurocomputing, 2005, 64(3): 505-511.
16. Yu Shiqi, Tan Daoliang, Tan Tieniu. A Framework for Evaluating the Effect of View Angle, Clothing and Carrying Condition on Gait Recognition // Proc of the 18th International Conference on Pattern Recognition. Hongkong, China, 2006: 441-444.
17. Wang Kejun, Ben Xianye, Liu Lili. Gait Recognition Based on Fan-Beam Projection. Journal of Harbin Institute of Technology, 2008, 40(Z1): 151-155 (in Chinese).