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Existing inverse rendering combined with neural rendering methods can only perform editable novel view synthesis on object-specific scenes, while we present intrinsic neural radiance fields, dubbed IntrinsicNeRF, which introduce intrinsic decomposition into the NeRF-based neural rendering method and can extend its application to room-scale scenes.
Lightness and Retinex Theory
Edwin H Land and John J McCann · 1971
Earlier work this paper cites.
Determining Lightness from An Image
Berthold KP Horn · 1974
Earlier work this paper cites.
Recovering Intrinsic Scene Characteristics
Harry Barrow, J Tenenbaum, A Hanson, and E Riseman · 1978
Earlier work this paper cites.
Dichromatic Reflection Models for A Variety of Materials
Shoji Tominaga · 1994
Earlier work this paper cites.
Mean Shift, Mode Seeking, and Clustering
Yizong Cheng · 1995
Earlier work this paper cites.
A Morphable Model for The Synthesis of 3D Faces
Volker Blanz and Thomas Vetter · 1999
Earlier work this paper cites.
Image-based Modeling and Photo Editing
Byong Mok Oh, Max Chen, Julie Dorsey, and Frédo Durand · 2001
Earlier work this paper cites.
A Bi-illuminant Dichromatic Reflection Model for Understanding Images
Bruce A Maxwell, Richard M Friedhoff, and Casey A Smith · 2008
Earlier work this paper cites.
Intrinsic Image Decomposition with Non-local Texture Cues
Li Shen, Ping Tan, and Stephen Lin · 2008
Earlier work this paper cites.
Coherent Intrinsic Images from Photo Collections
Pierre-Yves Laffont, Adrien Bousseau, Sylvain Paris, Frederic Durand, and George Drettakis · 2012
Earlier work this paper cites.
Intrinsic Images in the Wild
Sean Bell, Kavita Bala, and Noah Snavely · 2014
Earlier work this paper cites.
Interactive Intrinsic Video Editing
Nicolas Bonneel, Kalyan Sunkavalli, James Tompkin, Deqing Sun, Sylvain Paris, and Hanspeter Pfister · 2014
Earlier work this paper cites.
Adam: A Method for Stochastic Optimization
Diederik P Kingma and Jimmy Ba · 2014
Earlier work this paper cites.
Intrinsic Video and Applications
Genzhi Ye, Elena Garces, Yebin Liu, Qionghai Dai, and Diego Gutierrez · 2014
Earlier work this paper cites.
Blind Video Temporal Consistency
Nicolas Bonneel, James Tompkin, Kalyan Sunkavalli, Deqing Sun, Sylvain Paris, and Hanspeter Pfister · 2015
Earlier work this paper cites.
Multi-view Intrinsic Images of Outdoors Scenes with An Application to Relighting
Sylvain Duchêne, Clement Riant, Gaurav Chaurasia, Jorge Lopez-Moreno, Pierre-Yves Laffont, Stefan Popov, Adrien Bousseau, and George Drettakis · 2015
Earlier work this paper cites.
Live Intrinsic Video
Abhimitra Meka, Michael Zollhöfer, Christian Richardt, and Christian Theobalt · 2016
Earlier work this paper cites.
Self-supervised Intrinsic Image Decomposition
Michael Janner, Jiajun Wu, Tejas D Kulkarni, Ilker Yildirim, and Josh Tenenbaum · 2017
Earlier work this paper cites.
Joint Learning of Intrinsic Images and Semantic Segmentation
Anil S Baslamisli, Thomas T Groenestege, Partha Das, Hoang-An Le, Sezer Karaoglu, and Theo Gevers · 2018
Earlier work this paper cites.
Blender - a 3D modelling and rendering package
Blender Online Community · 2018
Earlier work this paper cites.
Revisiting Deep Intrinsic Image Decompositions
Qingnan Fan, Jiaolong Yang, Gang Hua, Baoquan Chen, and David Wipf · 2018
Earlier work this paper cites.
Learning Blind Video Temporal Consistency
Wei-Sheng Lai, Jia-Bin Huang, Oliver Wang, Eli Shechtman, Ersin Yumer, and Ming-Hsuan Yang · 2018
Earlier work this paper cites.
Differentiable Monte Carlo Ray Tracing through Edge Sampling
Tzu-Mao Li, Miika Aittala, Frédo Durand, and Jaakko Lehtinen · 2018
Earlier work this paper cites.
CGIntrinsics: Better Intrinsic Image Decomposition through Physically-based Rendering
Zhengqi Li and Noah Snavely · 2018
Earlier work this paper cites.
Learning Intrinsic Image Decomposition from Watching The World
Zhengqi Li and Noah Snavely · 2018
Earlier work this paper cites.
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric
Richard Zhang, Phillip Isola, Alexei A Efros, Eli Shechtman, and Oliver Wang · 2018
Earlier work this paper cites.
Relighting Humans: Occlusion-aware Inverse Rendering for Full-body Human Images
Yoshihiro Kanamori and Yuki Endo · 2019
Earlier work this paper cites.
Reparameterizing Discontinuous Integrands for Differentiable Rendering
Guillaume Loubet, Nicolas Holzschuch, and Wenzel Jakob · 2019
Earlier work this paper cites.
Local Light Field Fusion: Practical View Synthesis with Prescriptive Sampling Guidelines
Ben Mildenhall, Pratul P. Srinivasan, Rodrigo Ortiz-Cayon, Nima Khademi Kalantari, Ravi Ramamoorthi, Ren Ng, and Abhishek Kar · 2019
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Merlin Nimier-David, Delio Vicini, Tizian Zeltner, and Wenzel Jakob · 2019
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Julian Straub, Thomas Whelan, Lingni Ma, Yufan Chen, Erik Wijmans, Simon Green, Jakob J. Engel, Raul Mur-Artal, Carl Ren, Shobhit Verma, Anton Clarkson, Mingfei Yan, Brian Budge, Yajie Yan, Xiaqing Pan, June Yon, Yuyang Zou, Kimberly Leon, Nigel Carter, Jesus Briales, Tyler Gillingham, Elias Mueggler, Luis Pesqueira, Manolis Savva, Dhruv Batra, Hauke M. Strasdat, Renzo De Nardi, Michael Goesele, Steven Lovegrove, and Richard Newcombe · 2019
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Ye Yu and William AP Smith · 2019
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Andrew Liu, Shiry Ginosar, Tinghui Zhou, Alexei A Efros, and Noah Snavely · 2020
IBRNet: Learning Multi-view Image-based Rendering
Qianqian Wang, Zhicheng Wang, Kyle Genova, Pratul P Srinivasan, Howard Zhou, Jonathan T Barron, Ricardo Martin-Brualla, Noah Snavely, and Thomas Funkhouser · 2021
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Alex Yu, Vickie Ye, Matthew Tancik, and Angjoo Kanazawa · 2021
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