Towards High Fidelity Face Relighting With Realistic Shadows
Andrew Z. Hou, Ze Zhang, Michel Sarkis, Ning Bi, Yiying Tong, Xiaoming Liu
2021Year
24Top-tier citations
Abstract
Shadow-Mask-Face-Relighting (a) Source image (b) Target lighting (c) Our model (d) DPR [41] (e) SIPR [31] (f) SfSNet [24] Figure 1: Given an input image and a target lighting, our model can produce a relit image with realistic hard cast shadows, such as those around the nose and eyes, which prior work struggles with. Images of SIPR [31] are provided by the authors.
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Install the CLIlune papers fulltext c3e1ed4c-9998-43c4-b85c-fd9ba7245e1dCited by top-tier papers24
- Face Relighting with Geometrically Consistent ShadowsAndrew Z. Hou, Michel Sarkis, Ning Bi, Yiying Tong et al.CVPR 2022 · 39 citations
- De-rendering 3D Objects in the WildFelix Wimbauer, Shangzhe Wu, Christian RupprechtCVPR 2022 · 29 citations
- Towards Generalizable Multi-Object TrackingZheng Qin, Le Wang, Sanping Zhou, Panpan Fu et al.CVPR 2024 · 21 citations
- DiFaReli: Diffusion Face RelightingPuntawat Ponglertnapakorn, Nontawat Tritrong, Supasorn SuwajanakornICCV 2023 · 14 citations
- Holo-Relighting: Controllable Volumetric Portrait Relighting from a Single ImageYiqun Mei, Yu Zeng, He Zhang, Zhixin Shu et al.CVPR 2024 · 11 citations
Builds on5
- Deep Single-Image Portrait RelightingHao Zhou, Sunil Hadap, Kalyan Sunkavalli, David JacobsICCV 2019 · 247 citations
- Portrait shadow manipulationXuaner Cecilia Zhang, Jonathan T. Barron, Yun-Ta Tsai, Rohit Pandey et al.SIGGRAPH 2020 · 104 citations
- Uncertainty-Aware Mesh Decoder for High Fidelity 3D Face ReconstructionGun-Hee Lee, Seong-Whan LeeCVPR 2020
- Towards High-Fidelity 3D Face Reconstruction From In-the-Wild Images Using Graph Convolutional NetworksJiangke Lin, Yi Yuan, Tianjia Shao, Kun ZhouCVPR 2020
- Learning Physics-Guided Face Relighting Under Directional LightThomas Nestmeyer, Jean-François Lalonde, Iain A. Matthews, Andreas M. LehrmannCVPR 2020
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