Restoration and Enhancement of Fuzzy Defect Image Based on Neural Network
Zhan-Peng Cui Zhan-Peng Cui
Abstract:<p>In contrast enhancement of fuzzy defect image, details loss and noise expansion are east to occur, which brings difficulties to subsequent image analysis and defect recognition. Therefore, a fuzzy defect image restoration and enhancement method based on neural network is proposed. A double fusion neural network composed of a depth generation network and a discrimination network is designed. The residual of the denoised fuzzy image and the real image is output by the network, which is input into the di… Show more
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