• 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