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Implicit neural representation has opened up new possibilities for inverse rendering.
Image-based reconstruction of spatial appearance and geometric detail
Hendrik PA Lensch, Jan Kautz, Michael Goesele, Wolfgang Heidrich, and Hans-Peter Seidel · 2003
Earlier work this paper cites.
Physically-based shading at disney
Brent Burley and Walt Disney Animation Studios · 2012
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Shape, illumination, and reflectance from shading
Jonathan T Barron and Jitendra Malik · 2014
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The academy color encoding system (aces): A professional color-management framework for production, post-production and archival of still and motion pictures
Walter Arrighetti · 2017
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Differentiable monte carlo ray tracing through edge sampling
Tzu-Mao Li, Miika Aittala, Frédo Durand, and Jaakko Lehtinen · 2018
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Learning to reconstruct shape and spatially-varying reflectance from a single image
Zhengqin Li, Zexiang Xu, Ravi Ramamoorthi, Kalyan Sunkavalli, and Manmohan Chandraker · 2018
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Hemispherical gaussians for accurate light integration
Julian Meder and Beat D. Brüderlin · 2018
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Neural inverse rendering of an indoor scene from a single image
Soumyadip Sengupta, Jinwei Gu, Kihwan Kim, Guilin Liu, David W Jacobs, and Jan Kautz · 2019
Earlier work this paper cites.
Inverserendernet: Learning single image inverse rendering
Ye Yu and William AP Smith · 2019
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Deep reflectance volumes: Relightable reconstructions from multi-view photometric images
Sai Bi, Zexiang Xu, Kalyan Sunkavalli, Miloš Hašan, Yannick Hold-Geoffroy, David Kriegman, and Ravi Ramamoorthi · 2020
Earlier work this paper cites.
Two-shot spatially-varying brdf and shape estimation
Mark Boss, Varun Jampani, Kihwan Kim, Hendrik Lensch, and Jan Kautz · 2020
Earlier work this paper cites.
Inverse rendering for complex indoor scenes: Shape, spatially-varying lighting and svbrdf from a single image
Zhengqin Li, Mohammad Shafiei, Ravi Ramamoorthi, Kalyan Sunkavalli, and Manmohan Chandraker · 2020
Earlier work this paper cites.
Neural sparse voxel fields
Lingjie Liu, Jiatao Gu, Kyaw Zaw Lin, Tat-Seng Chua, and Christian Theobalt · 2020
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Nerf: Representing scenes as neural radiance fields for view synthesis
Ben Mildenhall, Pratul P. Srinivasan, Matthew Tancik, Jonathan T. Barron, Ravi Ramamoorthi, and Ren Ng · 2020
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Single-shot neural relighting and svbrdf estimation
Shen Sang and Manmohan Chandraker · 2020
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On joint estimation of pose, geometry and svbrdf from a handheld scanner
Carolin Schmitt, Simon Donne, Gernot Riegler, Vladlen Koltun, and Andreas Geiger · 2020
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Multiview neural surface reconstruction by disentangling geometry and appearance
Lior Yariv, Yoni Kasten, Dror Moran, Meirav Galun, Matan Atzmon, Basri Ronen, and Yaron Lipman · 2020
Earlier work this paper cites.
Nerd: Neural reflectance decomposition from image collections
Mark Boss, Raphael Braun, Varun Jampani, Jonathan T Barron, Ce Liu, and Hendrik Lensch · 2021
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Neural-pil: Neural pre-integrated lighting for reflectance decomposition
Mark Boss, Varun Jampani, Raphael Braun, Ce Liu, Jonathan Barron, and Hendrik Lensch · 2021
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Multi-view 3d reconstruction of a texture-less smooth surface of unknown generic reflectance
Ziang Cheng, Hongdong Li, Yuta Asano, Yinqiang Zheng, and Imari Sato · 2021
Cited alongside, same era.
Fastnerf: High-fidelity neural rendering at 200fps
Stephan J Garbin, Marek Kowalski, Matthew Johnson, Jamie Shotton, and Julien Valentin · 2021
Cited alongside, same era.
Baking neural radiance fields for real-time view synthesis
Peter Hedman, Pratul P Srinivasan, Ben Mildenhall, Jonathan T Barron, and Paul Debevec · 2021
Cited alongside, same era.
Neural ray-tracing: Learning surfaces and reflectance for relighting and view synthesis
Julian Knodt, Joe Bartusek, Seung-Hwan Baek, and Felix Heide · 2021
Cited alongside, same era.
Acorn: Adaptive coordinate networks for neural scene representation
Julien N. P. Martel, David B. Lindell, Connor Z. Lin, Eric R. Chan, Marco Monteiro, and Gordon Wetzstein · 2021
Cited alongside, same era.
Zhiqin Chen, Thomas Funkhouser, Peter Hedman, and Andrea Tagliasacchi · 2022
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Shape, Light, and Material Decomposition from Images using Monte Carlo Rendering and Denoising
Jon Hasselgren, Nikolai Hofmann, and Jacob Munkberg · 2022
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Hdr-nerf: High dynamic range neural radiance fields
Xin Huang, Qi Zhang, Ying Feng, Hongdong Li, Xuan Wang, and Qing Wang · 2022
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Neroic: Neural rendering of objects from online image collections
Zhengfei Kuang, Kyle Olszewski, Menglei Chai, Zeng Huang, Panos Achlioptas, and Sergey Tulyakov · 2022
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Nerf in the dark: High dynamic range view synthesis from noisy raw images
Ben Mildenhall, Peter Hedman, Ricardo Martin-Brualla, Pratul P Srinivasan, and Jonathan T Barron · 2022
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Nerf in the wild: Neural radiance fields for unconstrained photo collections
Ricardo Martin-Brualla, Noha Radwan, Mehdi SM Sajjadi, Jonathan T Barron, Alexey Dosovitskiy, and Daniel Duckworth · 2021
Cited alongside, same era.
Real-time global illumination decomposition of videos
Abhimitra Meka, Mohammad Shafiei, Michael Zollhöfer, Christian Richardt, and Christian Theobalt · 2021
Cited alongside, same era.
Material and lighting reconstruction for complex indoor scenes with texture-space differentiable rendering
Merlin Nimier-David, Zhao Dong, Wenzel Jakob, and Anton Kaplanyan · 2021
Cited alongside, same era.
Unisurf: Unifying neural implicit surfaces and radiance fields for multi-view reconstruction
Michael Oechsle, Songyou Peng, and Andreas Geiger · 2021
Cited alongside, same era.
Kilonerf: Speeding up neural radiance fields with thousands of tiny mlps
Christian Reiser, Songyou Peng, Yiyi Liao, and Andreas Geiger · 2021
Cited alongside, same era.
Nerv: Neural reflectance and visibility fields for relighting and view synthesis
Pratul P Srinivasan, Boyang Deng, Xiuming Zhang, Matthew Tancik, Ben Mildenhall, and Jonathan T Barron · 2021
Cited alongside, same era.
Neus: Learning neural implicit surfaces by volume rendering for multi-view reconstruction
Peng Wang, Lingjie Liu, Yuan Liu, Christian Theobalt, Taku Komura, and Wenping Wang · 2021
Cited alongside, same era.
Later among the works it cites.
Instant neural graphics primitives with a multiresolution hash encoding
Thomas Müller, Alex Evans, Christoph Schied, and Alexander Keller · 2022
Later among the works it cites.
Extracting triangular 3d models, materials, and lighting from images
Jacob Munkberg, Jon Hasselgren, Tianchang Shen, Jun Gao, Wenzheng Chen, Alex Evans, Thomas Müller, and Sanja Fidler · 2022
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A novel intrinsic image decomposition method to recover albedo for aerial images in photogrammetry processing, 2022
Shuang Song and Rongjun Qin · 2022
Later among the works it cites.
Direct voxel grid optimization: Super-fast convergence for radiance fields reconstruction
Cheng Sun, Min Sun, and Hwann-Tzong Chen · 2022
Later among the works it cites.
Improved direct voxel grid optimization for radiance fields reconstruction
Cheng Sun, Min Sun, and Hwann-Tzong Chen · 2022
Later among the works it cites.
Neural 3d reconstruction in the wild
Jiaming Sun, Xi Chen, Qianqian Wang, Zhengqi Li, Hadar Averbuch-Elor, Xiaowei Zhou, and Noah Snavely · 2022
Later among the works it cites.
Ref-nerf: structured view-dependent appearance for neural radiance fields
Dor Verbin, Peter Hedman, Ben Mildenhall, Todd Zickler, Jonathan T Barron, and Pratul P Srinivasan · 2022
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Differentiable signed distance function rendering
Delio Vicini, Sébastien Speierer, and Wenzel Jakob · 2022
Later among the works it cites.
Ps-nerf: Neural inverse rendering for multi-view photometric stereo
Wenqi Yang, Guanying Chen, Chaofeng Chen, Zhenfang Chen, and Kwan-Yee K Wong · 2022
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Neilf: Neural incident light field for physically-based material estimation
Yao Yao, Jingyang Zhang, Jingbo Liu, Yihang Qu, Tian Fang, David McKinnon, Yanghai Tsin, and Long Quan · 2022
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Iron: Inverse rendering by optimizing neural sdfs and materials from photometric images
Kai Zhang, Fujun Luan, Zhengqi Li, and Noah Snavely · 2022
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Modeling indirect illumination for inverse rendering
Yuanqing Zhang, Jiaming Sun, Xingyi He, Huan Fu, Rongfei Jia, and Xiaowei Zhou · 2022
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Tensoir: Tensorial inverse rendering
Haian Jin, Isabella Liu, Peijia Xu, Xiaoshuai Zhang, Songfang Han, Sai Bi, Xiaowei Zhou, Zexiang Xu, and Hao Su · 2023
Closest in time.
Nero: Neural geometry and brdf reconstruction of reflective objects from multiview images
Yuan Liu, Peng Wang, Cheng Lin, Xiaoxiao Long, Jiepeng Wang, Lingjie Liu, Taku Komura, and Wenping Wang · 2023
Closest in time.