arxivcs.CV2026-07-07
FADRA: Frequency-Aware Diffusion with Residual Adaptation for Video Face Restoration
Jin Jiang, Jia Wang, Panwen Hu, Weiran Zhao, Shengcai Liao
Video face restoration (VFR) aims to recover high-quality and temporally consistent facial details from severely degraded video sequences; however, existing methods still struggle to balance spatial fidelity and temporal coherence under complex degradations. To address this, we p…