Hand Gesture Recognition Using Superpixel Tracking and RBF Classifie
Abstract:A hand gesture recognition system using superpixel tracking and radial basis function (RBF) classifier is proposed in this paper. Firstly we employed the motion detection of superpixels and unsupervised image segmentation to detect the target hand in the first few video frames. Then the hand appearance model is constructed from its surrounding superpixels. By incorporating the failure recovery and template matching in the tracking process, the target hand is tracked by the proposed adaptive superpixel based tr… Show more
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