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What is: PSFR-GAN?

SourceProgressive Semantic-Aware Style Transformation for Blind Face Restoration
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

PSFR-GAN is a semantic-aware style transformation framework for face restoration. Given a pair of LQ face image and its corresponding parsing map, we first generate a multi-scale pyramid of the inputs, and then progressively modulate different scale features from coarse-to-fine in a semantic-aware style transfer way. Compared with previous networks, the proposed PSFR-GAN makes full use of the semantic (parsing maps) and pixel (LQ images) space information from different scales of inputs.