Texture Synthesis Through Convolutional Neural Networks and Spectrum Constraints

Gang Liu, Yann Gousseau, Gui-Song Xia

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 t…