DocumentCode
1849788
Title
Body gait tracking with a Fisher Discriminance on feature analyse
Author
Zhou Hang ; Wang Xin ; Bai Ying ; Xu Panpan ; Liu Xiangfeng ; Chen Houjin
Author_Institution
Sch. of Electron. & Inf. Eng., Beijing Jiaotong Univ., Beijing, China
Volume
2
fYear
2012
fDate
21-25 Oct. 2012
Firstpage
1239
Lastpage
1242
Abstract
In order to extract the gait sequence features better, this paper presents a method of feature extraction algorithm based on Fisher Discriminance. First, extract the profile silhouette by background cut off method, and then get the gait cycle by the change of their center of mass, at last convert the feature space. Then weight the gait characteristic matrix by Fisher Discriminance to make characteristics of the gait more obvious. Finally, test the algorithm by Nearest Neighbor Method.The results show that this algorithm has a good performance of recognition.
Keywords
feature extraction; gait analysis; image recognition; image sequences; background cut off method; body gait tracking sequence; feature extraction algorithm; feature space conversion; fisher discriminance; image recognition; nearest neighbor method; feature extraction; fisher discriminance; gait profile;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing (ICSP), 2012 IEEE 11th International Conference on
Conference_Location
Beijing
ISSN
2164-5221
Print_ISBN
978-1-4673-2196-9
Type
conf
DOI
10.1109/ICoSP.2012.6491800
Filename
6491800
Link To Document