Our review on “Texture and Art with Deep Neural Networks” (free version) has been published online and will appear in the October issue of Current Opinion in Neurobiology.
In the review, written by Leon Gatys, Matthias Bethge and myself, we discuss recent advances in texture synthesis using Convolutional Neural Networks (CNNs) that were motivated by visual neuroscience and have led to a substantial advance in image synthesis and manipulation in computer vision. We also discuss how these advanecs can in turn inspire new research in visual perception and computational neuroscience.
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