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Deep Shading: Convolutional Neural Networks for Screen Space Shading

Deep Shading: Convolutional Neural Networks for Screen Space Shading

Abstract In computer vision, convolutional neural networks (CNNs) achieve unprecedented performance for inverse problems where RGB pixel appearance is mapped to attributes such as positions, normals or reflectance. In computer graphics, screen space shading has boosted the quality of realā€time rendering, converting the same kind of attributes of a virtual ā€¦