Face Restoration via Plug-and-Play 3D Facial Priors.
Sign Up to like & getrecommendations! Published in 2021 at "IEEE transactions on pattern analysis and machine intelligence"
DOI: 10.1109/tpami.2021.3123085
Abstract: State-of-the-art face restoration methods employ deep convolutional neural networks (CNNs) to learn a mapping between degraded and sharp facial patterns by exploring local appearance knowledge. However, most of these methods do not well exploit facial… read more here.
Keywords: face; facial priors; play facial; face restoration ... See more keywords
Learning Dual Memory Dictionaries for Blind Face Restoration
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"
DOI: 10.1109/tpami.2022.3215251
Abstract: Blind face restoration is a challenging task due to the unknown, unsynthesizable and complex degradation, yet is valuable in many practical applications. To improve the performance of blind face restoration, recent works mainly treat the… read more here.
Keywords: restoration; blind face; quality; identity ... See more keywords