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Inverse rendering is an ill-posed problem.
“Face Relighting from a Single Image under Arbitrary Unknown Lighting Conditions”
Yang Wang, Lei Zhang, Zicheng Liu, Gang Hua, Zhen Wen, Zhengyou Zhang and Dimitris Samaras · 1968
Earlier work this paper cites.
“Independent Effects of Lighting, Orientation, and Stereopsis on the Hollow-Face Illusion”
Harold Hill and Vicki Bruce · 1993
Earlier work this paper cites.
“The Bas-Relief Ambiguity”
Peter. Belhumeur, David. Kriegman and Alan. Yuille · 1999
Earlier work this paper cites.
“An efficient representation for irradiance environment maps”
Ravi Ramamoorthi and Pat Hanrahan · 2001
Earlier work this paper cites.
“Frequency Space Environment Map Rendering”
Ravi Ramamoorthi and Pat Hanrahan · 2002
Earlier work this paper cites.
“Precomputed Radiance Transfer for Real-Time Rendering in Dynamic, Low-Frequency Lighting Environments”
Peter-Pike Sloan, Jan Kautz and John Snyder · 2002
Earlier work this paper cites.
“Lambertian reflectance and linear subspaces”
R. Basri and D.W. Jacobs · 2003
Earlier work this paper cites.
“Spherical harmonic lighting: The gritty details”
Robin Green · 2003
Earlier work this paper cites.
“All-Frequency Shadows Using Non-Linear Wavelet Lighting Approximation”
Ren Ng, Ravi Ramamoorthi and Pat Hanrahan · 2003
Earlier work this paper cites.
“Statistical characterization of real-world illumination”
Ron. Dror, Alan. Willsky and Edward. Adelson · 2004
Earlier work this paper cites.
“All-Frequency Precomputed Radiance Transfer using Spherical Radial Basis Functions and Clustered Tensor Approximation”
Yu-Ting Tsai and Zen-Chung Shih · 2006
Earlier work this paper cites.
“All-Frequency Rendering of Dynamic, Spatially-Varying Reflectance”
Jiaping Wang, Peiran Ren, Minmin Gong, John Snyder and Baining Guo · 2009
Earlier work this paper cites.
“Physically-Based Shading in Film and Game Production”
Yoshiharu Gotanda, Naty Hoffman, Adam Martinez and Ben Snow · 2010
Earlier work this paper cites.
“Interactions between “light-from-above” and convexity priors in visual development”
Rhiannon Thomas, Marko Nardini and Denis Mareschal · 2010
Earlier work this paper cites.
“Auto-Encoding Variational Bayes”
Diederik Kingma and Max Welling · 2013
Earlier work this paper cites.
“Generative Adversarial Nets”
Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville and Yoshua Bengio · 2014
Earlier work this paper cites.
“Adam: A Method for Stochastic Optimization”
Diederik. Kingma and Jimmy Ba · 2015
Earlier work this paper cites.
“HDR Image Reconstruction from a Single Exposure Using Deep CNNs” Place: New York, NY, USA Publisher: Association for Computing Machinery
Gabriel Eilertsen, Joel Kronander, Gyorgy Denes, Rafal. Mantiuk and Jonas Unger · 2017
Earlier work this paper cites.
“Pointnet: Deep learning on point sets for 3d classification and segmentation”
Charles Qi, Hao Su, Kaichun Mo and Leonidas Guibas · 2017
Cited alongside, same era.
“Neural Face Editing with Intrinsic Image Disentangling”, 2017
Zhixin Shu, Ersin Yumer, Sunil Hadap, Kalyan Sunkavalli, Eli Shechtman and Dimitris Samaras · 2017
Cited alongside, same era.
“Spherical CNNs”
Taco. Cohen, Mario Geiger, Jonas Köhler and Max Welling · 2018
Cited alongside, same era.
“Occlusion-Aware 3D Morphable Models and an Illumination Prior for Face Image Analysis”
Bernhard Egger, Sandro Schönborn, Andreas Schneider, Adam Kortylewski, Andreas Morel-Forster, Clemens Blumer and Thomas Vetter · 2018
Cited alongside, same era.
“ExpandNet: A Deep Convolutional Neural Network for High Dynamic Range Expansion from Low Dynamic Range Content”
Demetris Marnerides, Thomas Bashford-Rogers, Jonathan Hatchett and Kurt Debattista · 2018
Cited alongside, same era.
“NeRV: Neural Reflectance and Visibility Fields for Relighting and View Synthesis”
Pratul. Srinivasan, Boyang Deng, Xiuming Zhang, Matthew Tancik, Ben Mildenhall and Jonathan. Barron · 2020
Later among the works it cites.
“High-Dynamic-Range Lighting Estimation From Face Portraits”
Alejandro Sztrajman, Alexandros Neophytou, Tim Weyrich and Eric Sommerlade · 2020
Later among the works it cites.
“Self-supervised Outdoor Scene Relighting”
Ye Yu, Abhimetra Meka, Mohamed Elgharib, Hans-Peter Seidel, Christian Theobalt and Will Smith · 2020
Later among the works it cites.
“NeRD: Neural Reflectance Decomposition from Image Collections”
Mark Boss, Raphael Braun, Varun Jampani, Jonathan. Barron, Ce Liu and Hendrik.. Lensch · 2021
Later among the works it cites.
“Neural-PIL: Neural Pre-Integrated Lighting for Reflectance Decomposition”
Mark Boss, Varun Jampani, Raphael Braun, Ce Liu, Jonathan. Barron and Hendrik.. Lensch · 2021
Later among the works it cites.
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Soumyadip Sengupta, Angjoo Kanazawa, Carlos. Castillo and David Jacobs · 2018
Cited alongside, same era.
“Learning Implicit Fields for Generative Shape Modeling”
Zhiqin Chen and Hao Zhang · 2019
Cited alongside, same era.
“Occupancy Networks: Learning 3D Reconstruction in Function Space”
Lars Mescheder, Michael Oechsle, Michael Niemeyer, Sebastian Nowozin and Andreas Geiger · 2019
Cited alongside, same era.
“DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation”
Jeong Park, Peter Florence, Julian Straub, Richard Newcombe and Steven Lovegrove · 2019
Cited alongside, same era.
“Neural Inverse Rendering of an Indoor Scene from a Single Image”
Soumyadip Sengupta, Jinwei Gu, Kihwan Kim, Guilin Liu, David. Jacobs and Jan Kautz · 2019
Cited alongside, same era.
“Neural Illumination: Lighting Prediction for Indoor Environments”
Shuran Song and Thomas Funkhouser · 2019
Cited alongside, same era.
“SAL: Sign Agnostic Learning of Shapes from Raw Data”
Matan Atzmon and Yaron Lipman · 2020
Cited alongside, same era.
Michael. Bronstein, Joan Bruna, Taco Cohen and Petar Veličković · 2021
Later among the works it cites.
“pi-GAN: Periodic Implicit Generative Adversarial Networks for 3D-Aware Image Synthesis”
Eric. Chan, Marco Monteiro, Petr Kellnhofer, Jiajun Wu and Gordon Wetzstein · 2021
Later among the works it cites.
“Full-Body Visual Self-Modeling of Robot Morphologies”
Boyuan Chen, Robert Kwiatkowski, Carl Vondrick and Hod Lipson · 2021
Later among the works it cites.
“Vector Neurons: A General Framework for SO(3)-Equivariant Networks”
Congyue Deng, Or Litany, Yueqi Duan, Adrien Poulenard, Andrea Tagliasacchi and Leonidas Guibas · 2021
Later among the works it cites.
“3D Neural Scene Representations for Visuomotor Control”
Yunzhu Li, Shuang Li, Vincent Sitzmann, Pulkit Agrawal and Antonio Torralba · 2021
Later among the works it cites.
“Learning Indoor Inverse Rendering with 3D Spatially-Varying Lighting”
Zian Wang, Jonah Philion, Sanja Fidler and Jan Kautz · 2021
Later among the works it cites.
“Neural Fields in Visual Computing and Beyond”
Yiheng Xie, Towaki Takikawa, Shunsuke Saito, Or Litany, Shiqin Yan, Numair Khan, Federico Tombari, James Tompkin, Vincent Sitzmann and Srinath Sridhar · 2021
Later among the works it cites.
“Outdoor inverse rendering from a single image using multiview self-supervision”
Ye Yu and William.. Smith · 2021
Later among the works it cites.
“Variational Auto-Decoder: A Method for Neural Generative Modeling from Incomplete Data”
Amir Zadeh, Yao-Chong Lim, Paul Liang and Louis-Philippe Morency · 2021
Later among the works it cites.
“PhySG: Inverse Rendering with Spherical Gaussians for Physics-based Material Editing and Relighting”
Kai Zhang, Fujun Luan, Qianqian Wang, Kavita Bala and Noah Snavely · 2021
Later among the works it cites.
“iSDF: Real-Time Neural Signed Distance Fields for Robot Perception”
Joseph Ortiz, Alexander Clegg, Jing Dong, Edgar Sucar, David Novotny, Michael Zollhoefer and Mustafa Mukadam · 2022
Closest in time.
“NeRF for Outdoor Scene Relighting”
Viktor Rudnev, Mohamed Elgharib, William Smith, Lingjie Liu, Vladislav Golyanik and Christian Theobalt · 2022
Closest in time.
“Block-NeRF: Scalable Large Scene Neural View Synthesis”
Matthew Tancik, Vincent Casser, Xinchen Yan, Sabeek Pradhan, Ben Mildenhall, Pratul. Srinivasan, Jonathan. Barron and Henrik Kretzschmar · 2022
Closest in time.