A modified convolutional neural network for face sketch synthesis

Volume: 76, Pages: 125 - 136
Published: Apr 1, 2018
Abstract
A novel deep learning method for face sketch synthesis is proposed in this work. It builds a lightweight neural network which contains two convolutional layers, a pooling layer and a multilayer perceptron convolutional layer to learn a mapping from face photos to sketches. Unlike conventional example-based methods which need to solve complex optimization problems, the proposed method only computes convolution and pooling operations, hence...
Paper Details
Title
A modified convolutional neural network for face sketch synthesis
Published Date
Apr 1, 2018
Volume
76
Pages
125 - 136
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