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A light stage uses a series of calibrated cameras and lights to capture a subject's facial appearance under varying illumination and viewpoint.
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x x -hour outdoor photometric stereo
Yannick Hold-Geoffroy, Jinsong Zhang, Paulo F U Gotardo, and Jean-François Lalonde · 2015
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One-day outdoor photometric stereo via skylight estimation
Jiyoung Jung, Joon-Young Lee, and In So Kweon · 2015
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Learning a model of facial shape and expression from 4d scans
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From faces to outdoor light probes
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Learning to factorize and relight a city
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Learning physics-guided face relighting under directional light
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Accelerating 3d deep learning with pytorch3d
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Relightable 3d head portraits from a smartphone video
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Light stage super-resolution: Continuous high-frequency relighting
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Generating 3d faces using convolutional mesh autoencoders
Anurag Ranjan, Timo Bolkart, Soubhik Sanyal, and Michael J Black · 2018
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Sfsnet: Learning shape, reflectance and illuminance of faces in the wild’
Soumyadip Sengupta, Angjoo Kanazawa, Carlos D Castillo, and David W Jacobs · 2018
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Nonlinear 3d face morphable model
Luan Tran and Xiaoming Liu · 2018
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High-resolution image synthesis and semantic manipulation with conditional gans
Ting-Chun Wang, Ming-Yu Liu, Jun-Yan Zhu, Andrew Tao, Jan Kautz, and Bryan Catanzaro · 2018
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Bisenet: Bilateral segmentation network for real-time semantic segmentation
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The unreasonable effectiveness of deep features as a perceptual metric
Richard Zhang, Phillip Isola, Alexei A Efros, Eli Shechtman, and Oliver Wang · 2018
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Deep high-resolution representation learning for visual recognition
Jingdong Wang, Ke Sun, Tianheng Cheng, Borui Jiang, Chaorui Deng, Yang Zhao, Dong Liu, Yadong Mu, Mingkui Tan, Xinggang Wang, et al · 2020
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Portrait shadow manipulation
Xuaner Zhang, Jonathan T Barron, Yun-Ta Tsai, Rohit Pandey, Xiuming Zhang, Ren Ng, and David E Jacobs · 2020
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Deep relightable appearance models for animatable faces
Sai Bi, Stephen Lombardi, Shunsuke Saito, Tomas Simon, Shih-En Wei, Kevyn McPhail, Ravi Ramamoorthi, Yaser Sheikh, and Jason Saragih · 2021
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Towards high fidelity monocular face reconstruction with rich reflectance using self-supervised learning and ray tracing
Abdallah Dib, Cedric Thebault, Junghyun Ahn, Philippe-Henri Gosselin, Christian Theobalt, and Louis Chevallier · 2021
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Learning an animatable detailed 3d face model from in-the-wild images
Yao Feng, Haiwen Feng, Michael J Black, and Timo Bolkart · 2021
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Towards high fidelity face relighting with realistic shadows
Andrew Hou, Ze Zhang, Michel Sarkis, Ning Bi, Yiying Tong, and Xiaoming Liu · 2021
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Total relighting: learning to relight portraits for background replacement
Rohit Pandey, Sergio Orts Escolano, Chloe Legendre, Christian Haene, Sofien Bouaziz, Christoph Rhemann, Paul Debevec, and Sean Fanello · 2021
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A light stage on every desk
Soumyadip Sengupta, Brian Curless, Ira Kemelmacher-Shlizerman, and Steven M Seitz · 2021
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Bisenet v2: Bilateral network with guided aggregation for real-time semantic segmentation
Changqian Yu, Changxin Gao, Jingbo Wang, Gang Yu, Chunhua Shen, and Nong Sang · 2021
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Neural video portrait relighting in real-time via consistency modeling
Longwen Zhang, Qixuan Zhang, Minye Wu, Jingyi Yu, and Lan Xu · 2021
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Neural light transport for relighting and view synthesis
Xiuming Zhang, Sean Fanello, Yun-Ta Tsai, Tiancheng Sun, Tianfan Xue, Rohit Pandey, Sergio Orts-Escolano, Philip Davidson, Christoph Rhemann, Paul Debevec, et al · 2021
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Face relighting with geometrically consistent shadows
Andrew Hou, Michel Sarkis, Ning Bi, Yiying Tong, and Xiaoming Liu · 2022
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Robust high-resolution video matting with temporal guidance
Shanchuan Lin, Linjie Yang, Imran Saleemi, and Soumyadip Sengupta · 2022
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Learning to relight portrait images via a virtual light stage and synthetic-to-real adaptation
Yu-Ying Yeh, Koki Nagano, Sameh Khamis, Jan Kautz, Ming-Yu Liu, and Ting-Chun Wang · 2022
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