DFDNet
DFDNet
**DFDNet**, or **DFDNet**, is a deep face dictionary network for face restoration to guide the restoration process of degraded observations. Given a LQ image $I\_{d}$, 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.
Blind Face Restoration via Deep Multi-scale Component Dictionaries
https://paperswithcode.com/paper/blind-face-restoration-via-deep-multi-scale
Blind Face Restoration via Deep Multi-scale Component Dictionaries