Progressive Semantic-Aware Style Transformation for Blind Face Restoration
Chaofeng Chen, Xiaoming Li, Lingbo Yang, Xianhui Lin, Lei Zhang, Kwan-Yee K. Wong
2021Year
37Top-tier citations
Abstract
HiFaceGAN [36] DFDNet [20] Ours * This work was done when he was an intern at Alibaba. real-world LQ face images. Experiment results show that our model trained with synthetic data can not only produce more realistic high-resolution results for synthetic LQ inputs but also generalize better to natural LQ face images compared with state-of-the-art methods.
Ask about this paper
Your agent reads all of it.
Lune indexed this paper to the last equation, along with the top-tier papers that cite it. Ask a question and the answer quotes them.
Your agent calls
Luneget_paper_fulltext
Free to start. No credit card required.
Terminal
Install the CLIlune papers fulltext e8afa07b-c946-4196-aa76-59479aa5eb03Cited by top-tier papers37
- Towards Robust Blind Face Restoration with Codebook Lookup TransformerShangchen Zhou, Kelvin C. K. Chan, Chongyi Li, Chen Change LoyNeurIPS 2022 · 431 citations
- High-Fidelity GAN Inversion for Image Attribute EditingTengfei Wang, Yong Zhang, Yanbo Fan, Jue Wang et al.CVPR 2022 · 227 citations
- Real-World Blind Super-Resolution via Feature Matching with Implicit High-Resolution PriorsChaofeng Chen, Xinyu Shi, Yipeng Qin, Xiaoming Li et al.ACM MM 2022 · 123 citations
- RestoreFormer: High-Quality Blind Face Restoration from Undegraded Key-Value PairsZhouxia Wang, Jiawei Zhang, Runjian Chen, Wenping Wang et al.CVPR 2022 · 109 citations
- GCFSR: a Generative and Controllable Face Super Resolution Method Without Facial and GAN PriorsJingwen He, Wu Shi, Kai Chen, Lean Fu et al.CVPR 2022 · 77 citations
Builds on6
- DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and BetterOrest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang WangICCV 2019 · 1,100 citations
- HiFaceGAN: Face Renovation via Collaborative Suppression and ReplenishmentLingbo Yang, Shanshe Wang, Siwei Ma, Wen Gao et al.ACM MM 2020 · 136 citations
- Image Processing Using Multi-Code GAN PriorJinjin Gu, Yujun Shen, Bolei ZhouCVPR 2020
- PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative ModelsSachit Menon, Alexandru Damian, Shijia Hu, Nikhil Ravi et al.CVPR 2020
- Analyzing and Improving the Image Quality of StyleGANTero Karras, Samuli Laine, Miika Aittala, Janne Hellsten et al.CVPR 2020
Related papers
- Towards Real-World Blind Face Restoration With Generative Facial PriorXintao Wang, Yu Li, Honglun Zhang, Ying ShanCVPR 2021
- SynFace: Face Recognition with Synthetic DataHaibo Qiu, Baosheng Yu, Dihong Gong, Zhifeng Li et al.ICCV 2021 · 162 citations
- ObjectStitch: Object Compositing with Diffusion ModelYizhi Song, Zhifei Zhang, Zhe Lin, Scott Cohen et al.CVPR 2023
- StarGAN v2: Diverse Image Synthesis for Multiple DomainsYunjey Choi, Youngjung Uh, Jaejun Yoo, Jung-Woo HaCVPR 2020
- Aligning Latent and Image Spaces to Connect the UnconnectableIvan Skorokhodov, Grigorii Sotnikov, Mohamed ElhoseinyICCV 2021 · 99 citations
