Image Inpainting via Conditional Texture and Structure Dual Generation

arXiv:2108.09760v2 Announce Type: replace
Abstract: Deep generative approaches have recently made considerable progress in image inpainting by introducing structure priors. Due to the lack of proper interaction with image texture during structure reconstruction, however, current solutions are incompetent in handling the cases with large corruptions, and they generally suffer from distorted results. In this paper, we propose a novel two-stream network for image inpainting, which models the structure-constrained texture synthesis and texture-guided structure reconstruction in a coupled manner so that …

arxiv cs.cv image inpainting texture type via