Frame rate enhanced gait identification method based on generative adversarial network and device thereof
A gait recognition and frame rate technology, applied in the field of computer vision, can solve problems such as limited frame rate and restricted image acquisition equipment, and achieve the effect of enhancing frame rate, reducing noise, and improving stability
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[0052] Preferred embodiments of the present invention are described below with reference to the accompanying drawings. Those skilled in the art should understand that these embodiments are only used to explain the technical principles of the present invention, and are not intended to limit the protection scope of the present invention.
[0053] The purpose of the present invention is to address the difficulties encountered in gait recognition in the prior art, to enhance the frame rate of the gait contour sequence through the artificial neural network, reduce the noise of the original data, and improve the characterization of the identity information by the gait energy map ability.
[0054] In order to achieve the above purpose, firstly generate the next frame corresponding to a single frame image through the generative confrontation network, then apply the generative confrontation network to the data set to form a frame rate enhanced data set, and then calculate the gait ener...
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