A curated list of awesome video face restoration papers and resources 🐳, inspired by awesome-NeRF.
If any article is missed, please help to raise an issue. 🙂🙂🙂
-
[CVPRW 2022]VFHQ: A High-Quality Dataset and Benchmark for Video Face Super-Resolution, Xie et al. Paper | Project | Bibtex -
[ArXiv]Towards Real-world Video Face Restoration: A New Benchmark, Ziyan Chen et al. Paper -
[IJCAI 2024]Beyond Alignment: Blind Video Face Restoration via Parsing-Guided Temporal-Coherent Transformer, Xu et al. Paper | Project -
[ArXiv]Towards Real-world Video Face Restoration: A New Benchmark Paper | Project -
[ArXiv]FLAIR: A Conditional Diffusion Framework with Applications to Face Video Restoration https://arxiv.org/abs/2311.15445 -
[ECCV 2024]Kalman-Inspired FEaturE Propagation for Video Face Super-Resolution Project
| Dataset | Description |
|---|---|
| TalkingHead-1KH | 500k video clips, of which about 80k are greater than 512x512 resolution |
| VFHQ | 16,000 high-fidelity clips of diverse interview scenarios |
| CelebV-HQ | 35,666 video clips involving 15,653 identities and 83 manually labeled facial attributes |
| CelebV-Text | 70,000 in-the-wild face video clips covering diverse visual content |