Intrinsic Image Transfer for Illumination Manipulation.
Junqing Huang, Michael Ruzhansky, Qianying Zhang, Haihui Wang.
TPAMI 2023. [PDF]
NeuBTF: Neural Fields for BTF Encoding and Transfer.
Carlos Rodriguez-Pardo, Konstantinos Kazatzis, Jorge Lopez-Moreno, Elena Garces
Computers & Graphics 2023. [PDF] [Project]
NEnv: Neural Environment Maps for Global Illumination.
Carlos Rodriguez-Pardo, Javier Fabre, Elena Garces, Jorge Lopez-Moreno
EGSR 2023. [PDF] [Project] [Code] [Dataset]
Relightify: Relightable 3D Faces from A Single Image Via Diffusion Models.
Foivos Paraperas Papantoniou, Alexandros Lattas, Stylianos Moschoglou, Stefanos Zafeiriou.
ICCV 2023. [PDF] [Project]
ReLight My NeRF: A Dataset for Novel View Synthesis and Relighting of Real World Objects.
Marco Toschi, Riccardo De Matteo, Riccardo Spezialetti, Daniele De Gregorio, Luigi Di Stefano, Samuele Salti.
CVPR 2023. [PDF]
Controllable Light Diffusion for Portraits.
David Futschik, Kelvin Ritland, James Vecore, Sean Fanello, Sergio Orts-Escolano, Brian Curless, Daniel Sýkora, Rohit Pandey.
CVPR 2023. [PDF]
SunStage: Portrait Reconstruction and Relighting Using The Sun as A Light Stage.
Yifan Wang, Aleksander Holynski, Xiuming Zhang, Xuaner Cecilia Zhang.
CVPR 2023. [PDF] [Project]
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, Ting-Chun Wang.
TOG (SIGGRAPH Asia 2022). [PDF] [Project]
Physically-Based Editing of Indoor Scene Lighting from A Single Image.
Zhengqin Li, Jia Shi, Sai Bi, Rui Zhu, Kalyan Sunkavalli, Miloš Hašan, Zexiang Xu, Ravi Ramamoorthi, Manmohan Chandraker.
ECCV 2022. [PDF]
NeRF for Outdoor Scene Relighting.
Viktor Rudnev, Mohamed Elgharib, William Smith, Lingjie Liu, Vladislav Golyanik, Christian Theobalt.
ECCV 2022. [PDF] [Project]
Deep Portrait Delighting.
Joshua Weir, Junhong Zhao, Andrew Chalmers, Taehyun Rhee.
ECCV 2022. [PDF]
StyleLight: HDR Panorama Generation for Lighting Estimation and Editing.
Guangcong Wang, Yinuo Yang, Chen Change Loy, Ziwei Liu.
ECCV 2022. [PDF] [Project] [Code]
Geometry-aware Single-image Full-body Human Relighting.
Chaonan Ji, Tao Yu, Kaiwen Guo, Jingxin Liu, Yebin Liu.
ECCV 2022. [PDF]
Relighting4D: Neural Relightable Human from Videos.
Zhaoxi Chen, Ziwei Liu.
ECCV 2022. [PDF] [Project] [Code]
Face Relighting with Geometrically Consistent Shadows.
Andrew Hou, Michel Sarkis, Ning Bi, Yiying Tong, Xiaoming Liu.
CVPR 2022. [PDF]
Active Exploration for Neural Global Illumination of Variable Scenes.
Stavros Diolatzis, Julien Philip, George Drettakis.
TOG 2022. [PDF] [Project]
A Shading-Guided Generative Implicit Model for Shape-Accurate 3D-Aware Image Synthesis.
Xingang Pan, Xudong Xu, Chen Change Loy, Christian Theobalt, Bo Dai.
NeurIPS 2021. [PDF]
Neural-PIL: Neural Pre-Integrated Lighting for Reflectance Decomposition.
Mark Boss, Varun Jampani, Raphael Braun, Ce Liu, Jonathan T. Barron, Hendrik P.A. Lensch.
NeurIPS 2021. [PDF] [Project]
C5: Cross-Camera Convolutional Color Constancy.
Mahmoud Afifi, Jonathan T. Barron, Chloe LeGendre, Yun-Ta Tsai, Francois Bleibel.
ICCV 2021. [PDF] [Code]
DSRN: An Efficient Deep Network for Image Relighting.
Sourya Dipta Das, Nisarg A. Shah, Saikat Dutta, Himanshu Kumar.
ICIP 2021. [PDF]
NeLF: Neural Light-transport Field for Portrait View Synthesis and Relighting.
Tiancheng Sun, Kai-En Lin, Sai Bi, Zexiang Xu, Ravi Ramamoorthi.
EGSR 2021. [PDF] [Project]
Deep Portrait Lighting Enhancement with 3D Guidance.
Fangzhou Han, Can Wang, Hao Du, Jing Liao.
CGF 2021. [PDF] [Project]
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.
TOG 2021. [PDF] [Project]
Deep Relightable Appearance Models for Animatable Faces.
Sai Bi, Stephen Lombardi, Shunsuke Saito, Tomas Simon, Shih-En Wei, Kevyn McPhail, Ravi Ramamoorthi, Yaser Sheikh, Jason Saragih.
TOG 2021. [PDF] [Project]
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, Jonathan T. Barron, Ravi Ramamoorthi, William T. Freeman.
TOG 2021. [PDF] [Project]
Deferred Neural Lighting: Free-viewpoint Relighting from Unstructured Photographs.
Duan Gao, Guojun Chen, Yue Dong, Pieter Peers, Kun Xu, Xin Tong.
TOG 2020. [PDF]
Learning Illumination from Diverse Portraits.
Chloe LeGendre, Wan-Chun Ma, Rohit Pandey, Sean Fanello, Christoph Rhemann, Jason Dourgarian, Jay Busch, Paul Debevec.
TOG 2020. [PDF]
Light Stage Super-Resolution: Continuous High-Frequency Relighting.
Tiancheng Sun, Zexiang Xu, Xiuming Zhang, Sean Fanello, Christoph Rhemann, Paul Debevec, Yun-Ta Tsai, Jonathan T. Barron, Ravi Ramamoorthi.
TOG 2020. [PDF]
NuI-Go: Recursive Non-Local Encoder-Decoder Network for Retinal Image Non-Uniform Illumination Removal.
Chongyi Li, Huazhu Fu, Runmin Cong, Zechao Li, Qianqian Xu.
ACM MM 2020. [PDF]
Learning to Factorize and Relight a City.
Andrew Liu, Shiry Ginosar, Tinghui Zhou, Alexei A. Efros, Noah Snavely.
ECCV 2020. [PDF] [Project]
Object-based Illumination Estimation with Rendering-aware Neural Networks.
Xin Wei, Guojun Chen, Yue Dong, Stephen Lin, Xin Tong.
ECCV 2200. [PDF]
Enlighten Me: Importance of Brightness and Shadow for Character Emotion and Appeal.
Pisut Wisessing, Katja Zibrek, Douglas W. Cunningham, John Dingliana, Rachel McDonnell.
TOG 2020. [PDF]
Portrait Shadow Manipulation.
Xuaner Cecilia Zhang, J onathan T. Barron, Yun-Ta Tsai, Rohit Pandey, Xiuming Zhang, Ren Ng, David E. Jacobs.
TOG 2020. [PDF] [Project]
Generating Digital Painting Lighting Effects via RGB-space Geometry.
Lvmin Zhang, Edgar Simo-Serra, Yi Ji, and Chunping Liu.
TOG 2020. [Priject] [Code]
Lighthouse: Predicting Lighting Volumes for Spatially-Coherent Illumination.
Pratul P. Srinivasan, Ben Mildenhall, Matthew Tancik, Jonathan T. Barron, Richard Tucker, Noah Snavely.
CVPR 2020. [PDF] Code] [Project]
Deep 3D Capture: Geometry and Reflectance from Sparse Multi-View Images.
Sai Bi, Zexiang Xu, Kalyan Sunkavalli, David Kriegman, Ravi Ramamoorthi.
CVPR 2020. [PDF]
DNR: A Neural Rendering Framework for Free-Viewpoint Relighting.
Zhang Chen, Anpei Chen, Guli Zhang, Chengyuan Wang, Yu Ji, Kiriakos N. Kutulakos, Jingyi Yu.
CVPR 2020. [PDF]
Learning to Shade Hand-drawn Sketches.
Qingyuan Zheng, Zhuoru Li, Adam Bargteil.
CVPR 2020. [PDF]
Single Image Portrait Relighting.
Tiancheng Sun, Jonathan T. Barron, Yun-Ta Tsai, Zexiang Xu, Xueming Yu, Graham Fyffe, Christoph Rhemann, Jay Busch, Paul Debevec, Ravi Ramamoorthi.
TOG 2019. [PDF]
Multi-view Relighting using a Geometry-Aware Network.
Julien Philip, Michael Gharbi, Tinghui Zhou, Alexei (Alyosha) Efros, George Drettakis.
TOG 2019. [PDF]
Deep Single-Image Portrait Relighting.
Hao Zhou, Sunil Hadap, Kalyan Sunkavalli, David W. Jacobs.
ICCV 2019. [PDF] [Code] [Project] [DPR Dataset]
Deep Parametric Indoor Lighting Estimation.
Marc-André Gardner, Yannick Hold-Geoffroy, Kalyan Sunkavalli, Christian Gagné, and Jean-François Lalonde.
ICCV 2019. [PDF] [Supplementary material] [Laval Indoor HDR Database and Depth] [Project]
GLoSH: Global-Local Spherical Harmonics for Intrinsic Image Decomposition.
Hao Zhou, Xiang Yu, David W Jacobs.
ICCV 2019. [PDF] [Supplement] [Poster] [Spherical Harmonic Tools]
Fast Spatially-Varying Indoor Lighting Estimation.
Mathieu Garon, Kalyan Sunkavalli, Sunil Hadap, Nathan Carr, Jean-François Lalonde.
CVPR 2019. [PDF] [Supplementary material] [Project] [Lavel Indoor Spatially Varying HDR Dataset / 79 HDR Light Probes]
Neural Illumination: Lighting Prediction for Indoor Environments.
Shuran Song and Thomas Funkhouser.
CVPR 2019. [PDF] [Project]
SfSNet: Learning Shape, Reflectance and llluminance of Faces in the Wild.
Soumyadip Sengupta, Angjoo Kanazawa, Carlos D. Castillo, David W. Jacobs.
CVPR 2018. [Project] [PDF] [Code]
Illumination Decomposition for Photograph with Multiple Light Sources.
Ling Zhang, Qingan Yan, Zheng Liu, Hua Zou, Chunxia Xiao.
TIP 2017. [PDF] [Code]
Learning to Predict Indoor Illumination from a Single Image.
Marc-André Gardner, Kalyan Sunkavalli, Ersin Yumer, Xiaohui Shen, Emiliano Gambaretto, Christian Gagné, and Jean-François Lalonde.
TOG 2017. [PDF] [Dataset] [Homepage]
Occlusion-aware 3D Morphable Models and an Illumination Prior for Face Image Analysis.
Bernhard Egger, Sandro Schoenborn, Andreas Schneider, Adam Kortylewski, Andreas Morel-Forster, Clemens Blumer and Thomas Vetter.
IJCV 2018. [BIP Dataset] [PDF]
Deep Shading: Convolutional Neural Networks for Screen-Space Shading.
Oliver Nalbach, Elena Arabadzhiyska, Dushyant Mehta, Hans-Peter Seidel, Tobias Ritschel.
CFG 2016. [PDF] [Code]
Relightable 3D Gaussian: Real-time Point Cloud Relighting with BRDF Decomposition and Ray Tracing.
Jian Gao, Chun Gu, Youtian Lin, Hao Zhu, Xun Cao, Li Zhang, Yao Yao.
arXiv 2023. [PDF] [Code]
Relightable 3D Head Portraits from A Smartphone Video.
Artem Sevastopolsky, Savva Ignatiev, Gonzalo Ferrer, Evgeny Burnaev, Victor Lempitsky.
arxiv 2020. [PDF] [Project] [Video]