使用卷积神经网络综合动态纹理

Feb, 2017

Synthesising Dynamic Textures using Convolutional Neural Networks

Christina M. Funke, Leon A. Gatys, Alexander S. Ecker, Matthias Bethge

TL;DR使用卷积神经网络的特征表示来计算时空统计量，并提出一种参数化的模型，能够合成新的动态纹理样本并预测简单电影中的运动。

Abstract

Here we present a parametric model for dynamic textures. The model is based on spatiotemporal summary statistics computed from the feature representations of a convolutional neural network (CNN) trained on object