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What is: DFDNet?

SourceBlind Face Restoration via Deep Multi-scale Component Dictionaries
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

DFDNet, or DFDNet, is a deep face dictionary network for face restoration to guide the restoration process of degraded observations. Given a LQ image I_dI\_{d}, the DFDNet selects the dictionary features that have the most similar structure with the input. Specially, we re-norm the whole dictionaries via component AdaIN (termed as CAdaIN) based on the input component to eliminate the distribution or style diversity. The selected dictionary features are then utilized to guide the restoration process via dictionary feature transformation.