Texture memory-augmented deep patch-based image inpainting

• Main Authors: Xu, Rui, Guo, Minghao, Wang, Jiaqi, Li, Xiaoxiao, Zhou, Bolei, Loy, Chen Change
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering; Image Reconstruction; Image Restoration
• Online Access: https://hdl.handle.net/10356/160516
• Institution: Nanyang Technological University

Patch-based methods and deep networks have been employed to tackle image inpainting problem, with their own strengths and weaknesses. Patch-based methods are capable of restoring a missing region with high-quality texture through searching nearest neighbor patches from the unmasked regions. However,...