Rethinking Prior-Guided Face Super-Resolution: A New Paradigm With Facial Component Prior.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2022.3201448
Abstract: Recently, facial priors (e.g., facial parsing maps and facial landmarks) have been widely employed in prior-guided face super-resolution (FSR) because it provides the location of facial components and facial structure information, and helps predict the… read more here.
Keywords: component; facial priors; face; resolution ... See more keywords
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