卷积神经网络和频谱约束下的纹理合成

May, 2016

卷积神经网络和频谱约束下的纹理合成

Texture Synthesis Through Convolutional Neural Networks and Spectrum Constraints

Gang Liu, Yann Goussau, Gui-Song Xia

TL;DR本文使用卷积神经网络和傅里叶频谱以及统计特征约束来实现纹理合成，并实验表明与现有方法相比具有更好的性能。

Abstract

This paper presents a significant improvement for the synthesis of texture images using convolutional neural networks (CNNs), making use of constraints on the fourier spectrum of the results. More precisely, the