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One-Shot-Learning Gesture Segmentation and Recognition Using Frame-Based PDV Features

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    Continuous Motion Recognition in Depth Camera Based on Recurrent Neural Networks and Grid-based Average Depth

    Inspired by the success of using RNN in some other fields, we propose to apply the RNN to recognize human motion based on depth data. RNN can directly model the depth sequence on the time axis, and learn the t...

    Tao Rong, Rui Yang, Ruoyu Yang in Image and Video Technology (2018)

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