2020 | OriginalPaper | Chapter
CNN Texture Synthesis for High-Resolution Image Inpainting
Author : Pascal Laube
Published in: Machine Learning Methods for Reverse Engineering of Defective Structured Surfaces
Publisher: Springer Fachmedien Wiesbaden
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In most modern manufacturing processes surface structure is stored separate from the basic geometry of the surface. A suitable counterpart from computer graphics are displacement maps which store a displacement on actual surface points to enrich models with detail. While displace-ment maps can have arbitrary depth resolution they are often represented as 8-bit grayscale images.