Kinect-based gesture interaction design method for smart terminal APP interface
Hui Wang,
Fucun Cao,
Jiaji Gao
et al.
Abstract:In this paper, a static gesture classification model based on a convolutional neural network is proposed to achieve the goal of efficient interaction control and fast response time for gesture recognition, and hand feature extraction is achieved by using alternating convolution and pooling. In the convolutional neural network, image data is obtained by preprocessing operations such as adaptive thresholding and functions such as Gaussian filtering to provide data for the convolutional neural network structure t… Show more
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