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Digital image inpainting refers to a technique used for filling in the missing or corrupted regions of an image using information from the surrounding area. Inpainting techniques have found wide spread use in applications that include, but are not limited to error recovery, red-eye removal, multimedia editing. This book describes the novel inpainting techniques in the context of digital artwork restoration.