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
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;
Conference_Titel :
Signal Processing (ICSP), 2012 IEEE 11th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4673-2196-9
DOI :
10.1109/ICoSP.2012.6491800