Gait recognition based on DWT and SVM

  title={Gait recognition based on DWT and SVM},
  author={Bo Ye and Yu-Mei Wen},
  journal={2007 International Conference on Wavelet Analysis and Pattern Recognition},
  • Bo Ye, Yu-Mei Wen
  • Published 2007 in
    2007 International Conference on Wavelet Analysis…
An appearance-based approach to gait recognition is proposed in this paper. The vector data scanned in horizontal, vertical and diagonal direction to the binarized silhouette of a walking person are chosen as the basic gait features. On the basis of the discrete wavelet transformation (DWT), these time spatial feature sequences are decomposed to reduce data dimensionalities and to filter the noise produced from the procedure of template extracting. The multi-class support vector machine (SVM… CONTINUE READING
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