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Feature extraction for dynamic gesture recognition classification

Hello guys,

As a my master thesis project I have to do dynamic gesture recognition system. I already implemented hand detection and hand segmentation. Now it is high time for recognition. What kind of methods could you recommend for dynamic gesture recognition ? I would like to do it using neural networks but I do not completely know how to train neural networks and how to extract features to train neural networks ? Please give me some pieces of code to catch the idea.