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In this paper a new method for frontal view gait recognition is presented. Joint angles data are captured by Microsoft Kinect. These frontal view gait features represent the motion trajectories and gait dynamics of human walking, which are suitable for persons identification. In the training phase, gait dynamics represented by joint angle features are approximated by radial basis function (RBF) neural...
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