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At the core of portrait photography is the search for ideal lighting and viewpoint.
Complete Self-instructing Library of Practical Photography: Negative retouching; etching and modeling; encyclopedic index
James Boniface Schriever and Thomas Harrison Cummings · 1909
Earlier work this paper cites.
Acquiring the reflectance field of a human face
Paul Debevec, Tim Hawkins, Chris Tchou, Haarm-Pieter Duiker, Westley Sarokin, and Mark Sagar · 2000
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The quotient image: Class-based re-rendering and recognition with varying illuminations
Amnon Shashua and Tammy Riklin-Raviv · 2001
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Spherical harmonic lighting: The gritty details
Robin Green · 2003
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Image quality assessment: from error visibility to structural similarity
Zhou Wang · 2004
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Performance relighting and reflectance transformation with time-multiplexed illumination
Andreas Wenger, Andrew Gardner, Chris Tchou, Jonas Unger, Tim Hawkins, and Paul Debevec · 2005
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Rapid acquisition of specular and diffuse normal maps from polarized spherical gradient illumination
Wan-Chun Ma, Tim Hawkins, Pieter Peers, Charles-Felix Chabert, Malte Weiss, Paul E Debevec, et al · 2007
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Post-production facial performance relighting using reflectance transfer
Pieter Peers, Naoki Tamura, Wojciech Matusik, and Paul Debevec · 2007
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Shape, illumination, and reflectance from shading
Jonathan T Barron and Jitendra Malik · 2014
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Master lighting guide for portrait photographers
Christopher Grey · 2014
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Intrinsic face image decomposition with human face priors
Chen Li, Kun Zhou, and Stephen Lin · 2014
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Style transfer for headshot portraits
YiChang Shih, Sylvain Paris, Connelly Barnes, William T Freeman, and Frédo Durand · 2014
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Very deep convolutional networks for large-scale image recognition
Karen Simonyan and Andrew Zisserman · 2014
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Dynamic 3d avatar creation from hand-held video input
Alexandru Eugen Ichim, Sofien Bouaziz, and Mark Pauly · 2015
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Adam: A method for stochastic optimization
Diederik Kingma and Jimmy Ba · 2015
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U-net: Convolutional networks for biomedical image segmentation
Olaf Ronneberger, Philipp Fischer, and Thomas Brox · 2015
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Realistic inverse lighting from a single 2d image of a face, taken under unknown and complex lighting
Davoud Shahlaei and Volker Blanz · 2015
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A feature-enriched completely blind image quality evaluator
Lin Zhang, Lei Zhang, and Alan C Bovik · 2015
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Portrait lighting transfer using a mass transport approach
Zhixin Shu, Sunil Hadap, Eli Shechtman, Kalyan Sunkavalli, Sylvain Paris, and Dimitris Samaras · 2017
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Large scale gan training for high fidelity natural image synthesis
Andrew Brock, Jeff Donahue, and Karen Simonyan · 2018
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Learning category-specific mesh reconstruction from image collections
Angjoo Kanazawa, Shubham Tulsiani, Alexei A Efros, and Jitendra Malik · 2018
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A light cnn for deep face representation with noisy labels
Xiang Wu, Ran He, Zhenan Sun, and Tieniu Tan · 2018
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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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Learning implicit fields for generative shape modeling
Zhiqin Chen and Hao Zhang · 2019
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Accurate 3d face reconstruction with weakly-supervised learning: From single image to image set
Yu Deng, Jiaolong Yang, Sicheng Xu, Dong Chen, Yunde Jia, and Xin Tong · 2019
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The relightables: Volumetric performance capture of humans with realistic relighting
Kaiwen Guo, Peter Lincoln, Philip Davidson, Jay Busch, Xueming Yu, Matt Whalen, Geoff Harvey, Sergio Orts-Escolano, Rohit Pandey, Jason Dourgarian, et al · 2019
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Escaping plato’s cave: 3d shape from adversarial rendering
Philipp Henzler, Niloy J Mitra, and Tobias Ritschel · 2019
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Illumination-invariant face recognition with deep relit face images
Ha A Le and Ioannis A Kakadiaris · 2019
Cited alongside, same era.
Hologan: Unsupervised learning of 3d representations from natural images
Thu Nguyen-Phuoc, Chuan Li, Lucas Theis, Christian Richardt, and Yong-Liang Yang · 2019
Cited alongside, same era.
Single image portrait relighting
Tiancheng Sun, Jonathan T Barron, Yun-Ta Tsai, Zexiang Xu, Xueming Yu, Graham Fyffe, Christoph Rhemann, Jay Busch, Paul E Debevec, and Ravi Ramamoorthi · 2019
Cited alongside, same era.
Free-form image inpainting with gated convolution
Jiahui Yu, Zhe Lin, Jimei Yang, Xiaohui Shen, Xin Lu, and Thomas S Huang · 2019
Cited alongside, same era.
Deep single-image portrait relighting
Hao Zhou, Sunil Hadap, Kalyan Sunkavalli, and David W Jacobs · 2019
Cited alongside, same era.
Generative adversarial networks
Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio · 2020
Nelf: Neural light-transport field for portrait view synthesis and relighting
Tiancheng Sun, Kai-En Lin, Sai Bi, Zexiang Xu, and Ravi Ramamoorthi · 2021
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Monocular reconstruction of neural face reflectance fields
Ayush Tewari, Tae-Hyun Oh, Tim Weyrich, Bernd Bickel, Hans-Peter Seidel, Hanspeter Pfister, Wojciech Matusik, Mohamed Elgharib, Christian Theobalt, et al · 2021
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Towards real-world blind face restoration with generative facial prior
Xintao Wang, Yu Li, Honglun Zhang, and Ying Shan · 2021
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Gan prior embedded network for blind face restoration in the wild
Tao Yang, Peiran Ren, Xuansong Xie, and Lei Zhang · 2021
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Cips-3d: A 3d-aware generator of gans based on conditionally-independent pixel synthesis
Peng Zhou, Lingxi Xie, Bingbing Ni, and Qi Tian · 2021
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Cited alongside, same era.
Leveraging 2d data to learn textured 3d mesh generation
Paul Henderson, Vagia Tsiminaki, and Christoph H Lampert · 2020
Cited alongside, same era.
Analyzing and improving the image quality of stylegan
Tero Karras, Samuli Laine, Miika Aittala, Janne Hellsten, Jaakko Lehtinen, and Timo Aila · 2020
Cited alongside, same era.
Deep relightable textures: volumetric performance capture with neural rendering
Abhimitra Meka, Rohit Pandey, Christian Haene, Sergio Orts-Escolano, Peter Barnum, Philip David-Son, Daniel Erickson, Yinda Zhang, Jonathan Taylor, Sofien Bouaziz, et al · 2020
Cited alongside, same era.
Pulse: Self-supervised photo upsampling via latent space exploration of generative models
Sachit Menon, Alexandru Damian, Shijia Hu, Nikhil Ravi, and Cynthia Rudin · 2020
Cited alongside, same era.
Learning physics-guided face relighting under directional light
Thomas Nestmeyer, Jean-François Lalonde, Iain Matthews, and Andreas Lehrmann · 2020
Cited alongside, same era.
Graf: Generative radiance fields for 3d-aware image synthesis
Katja Schwarz, Yiyi Liao, Michael Niemeyer, and Andreas Geiger · 2020
Cited alongside, same era.
Efficient geometry-aware 3d generative adversarial networks
Eric R Chan, Connor Z Lin, Matthew A Chan, Koki Nagano, Boxiao Pan, Shalini De Mello, Orazio Gallo, Leonidas J Guibas, Jonathan Tremblay, Sameh Khamis, et al · 2022
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Gram: Generative radiance manifolds for 3d-aware image generation
Yu Deng, Jiaolong Yang, Jianfeng Xiang, and Xin Tong · 2022
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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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Geometry-aware single-image full-body human relighting
Chaonan Ji, Tao Yu, Kaiwen Guo, Jingxin Liu, and Yebin Liu · 2022
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Modnet: Real-time trimap-free portrait matting via objective decomposition
Zhanghan Ke, Jiayu Sun, Kaican Li, Qiong Yan, and Rynson W.H. Lau · 2022
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Stylesdf: High-resolution 3d-consistent image and geometry generation
Roy Or-El, Xuan Luo, Mengyi Shan, Eli Shechtman, Jeong Joon Park, and Ira Kemelmacher-Shlizerman · 2022
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Vorf: Volumetric relightable faces
Pramod Rao, Mallikarjun B R, Gereon Fox, Tim Weyrich, Bernd Bickel, Hans-Peter Seidel, Hanspeter Pfister, Wojciech Matusik, Ayush Tewari, Christian Theobalt, and Mohamed Elgharib · 2022
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Pivotal tuning for latent-based editing of real images
Daniel Roich, Ron Mokady, Amit H Bermano, and Daniel Cohen-Or · 2022
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Volux-gan: A generative model for 3d face synthesis with hdri relighting
Feitong Tan, Sean Fanello, Abhimitra Meka, Sergio Orts-Escolano, Danhang Tang, Rohit Pandey, Jonathan Taylor, Ping Tan, and Yinda Zhang · 2022
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Gan inversion: A survey
Weihao Xia, Yulun Zhang, Yujiu Yang, Jing-Hao Xue, Bolei Zhou, and Ming-Hsuan Yang · 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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A morphable model for the synthesis of 3d faces
Volker Blanz and Thomas Vetter · 2023
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Lumigan: Unconditional generation of relightable 3d human faces
Boyang Deng, Yifan Wang, and Gordon Wetzstein · 2023
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Nerffacelighting: Implicit and disentangled face lighting representation leveraging generative prior in neural radiance fields
Kaiwen Jiang, Shu-Yu Chen, Hongbo Fu, and Lin Gao · 2023
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Lightpainter: Interactive portrait relighting with freehand scribble
Yiqun Mei, He Zhang, Xuaner Zhang, Jianming Zhang, Zhixin Shu, Yilin Wang, Zijun Wei, Shi Yan, HyunJoon Jung, and Vishal M Patel · 2023
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Relightify: Relightable 3d faces from a single image via diffusion models
Foivos Paraperas Papantoniou, Alexandros Lattas, Stylianos Moschoglou, and Stefanos Zafeiriou · 2023
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Facelit: Neural 3d relightable faces
Anurag Ranjan, Kwang Moo Yi, Jen-Hao Rick Chang, and Oncel Tuzel · 2023
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High-fidelity 3d gan inversion by pseudo-multi-view optimization
Jiaxin Xie, Hao Ouyang, Jingtan Piao, Chenyang Lei, and Qifeng Chen · 2023
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3d gan inversion with facial symmetry prior
Fei Yin, Yong Zhang, Xuan Wang, Tengfei Wang, Xiaoyu Li, Yuan Gong, Yanbo Fan, Xiaodong Cun, Ying Shan, Cengiz Oztireli, et al · 2023
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Make encoder great again in 3d gan inversion through geometry and occlusion-aware encoding
Ziyang Yuan, Yiming Zhu, Yu Li, Hongyu Liu, and Chun Yuan · 2023
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Adding conditional control to text-to-image diffusion models
Lvmin Zhang, Anyi Rao, and Maneesh Agrawala · 2023
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