Keys to Better Image Inpainting: Structure and Texture Go Hand in Hand. (arXiv:2208.03382v1 [cs.CV])

Deep image inpainting has made impressive progress with recent advances in
image generation and processing algorithms. We claim that the performance of
inpainting algorithms can be better judged by the generated structures and
textures. Structures refer to the generated object boundary or novel geometric
structures within the hole, while texture refers to high-frequency details,
especially man-made repeating patterns filled inside the structural regions. We
believe that better structures are usually obtained from a coarse-to-fine
GAN-based generator network while repeating patterns …

arxiv cv go image inpainting