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We present IntrinsicAvatar, a novel approach to recovering the intrinsic properties of clothed human avatars including geometry, albedo, material, and environment lighting from only monocular videos.
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Greg Ward Larson and Rob Shakespeare · 1998
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Hendrik P. A. Lensch, Jan Kautz, Michael Goesele, Wolfgang Heidrich, and Hans-Peter Seidel · 2003
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Wenzel Jakob, Adam Arbree, Jonathan T. Moon, Kavita Bala, and Steve Marschner · 2010
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Sébastien Lagarde · 2012
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Wenzel Jakob · 2013
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Brian Karis · 2013
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Pierre-Yves Laffont, Adrien Bousseau, and George Drettakis · 2013
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Jonathan T. Barron and Jitendra Malik · 2015
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The SGGX microflake distribution
Eric Heitz, Jonathan Dupuy, Cyril Crassin, and Carsten Dachsbacher · 2015
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SMPL: A skinned multi-person linear model
Matthew Loper, Naureen Mahmood, Javier Romero, Gerard Pons-Moll, and Michael J. Black · 2015
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Thiemo Alldieck, Marcus A. Magnor, Weipeng Xu, Christian Theobalt, and Gerard Pons-Moll · 2018
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Eric Heitz · 2018
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Zhengqin Li, Zexiang Xu, Ravi Ramamoorthi, Kalyan Sunkavalli, and Manmohan Chandraker · 2018
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Practical SVBRDF acquisition of 3d objects with unstructured flash photography
Giljoo Nam, Joo Ho Lee, Diego Gutierrez, and Min H. Kim · 2018
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Single sample soft shadow
Steven Parker, Peter Shirley, and Brian Smitsa · 2018
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The relightables: volumetric performance capture of humans with realistic relighting
Kaiwen Guo, Peter Lincoln, Philip L. Davidson, Jay Busch, Xueming Yu, Matt Whalen, Geoff Harvey, Sergio Orts-Escolano, Rohit Pandey, Jason Dourgarian, Danhang Tang, Anastasia Tkach, Adarsh Kowdle, Emily Cooper, Mingsong Dou, Sean Ryan Fanello, Graham Fyffe, Christoph Rhemann, Jonathan Taylor, Paul E. Debevec, and Shahram Izadi · 2019
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Multi-view relighting using a geometry-aware network
Julien Philip, Michaël Gharbi, Tinghui Zhou, Alexei A. Efros, and George Drettakis · 2019
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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
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Inverserendernet: Learning single image inverse rendering
Ye Yu and William A. P. Smith · 2019
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Shape from tracing: Towards reconstructing 3d object geometry and SVBRDF material from images via differentiable path tracing
Purvi Goel, Loudon Cohen, James Guesman, Vikas Thamizharasan, James Tompkin, and Daniel Ritchie · 2020
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Implicit geometric regularization for learning shapes
Amos Gropp, Lior Yariv, Niv Haim, Matan Atzmon, and Yaron Lipman · 2020
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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
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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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Seeing the world in a bag of chips
Jeong Joon Park, Aleksander Holynski, and Steven M. Seitz · 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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Object-based illumination estimation with rendering-aware neural networks
Xin Wei, Guojun Chen, Yue Dong, Stephen Lin, and Xin Tong · 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
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Deep relightable appearance models for animatable faces
Sai Bi, Stephen Lombardi, Shunsuke Saito, Tomas Simon, Shih-En Wei, Kevyn McPhail, Ravi Ramamoorthi, Yaser Sheikh, and Jason M. Saragih · 2021
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Animatable neural radiance fields from monocular rgb videos
Jianchuan Chen, Ying Zhang, Di Kang, Xuefei Zhe, Linchao Bao, Xu Jia, and Huchuan Lu · 2021
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Fastnerf: High-fidelity neural rendering at 200fps
Stephan J. Garbin, Marek Kowalski, Matthew Johnson, Jamie Shotton, and Julien Valentin · 2021
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Shape and material capture at home
Arah: Animatable volume rendering of articulated human sdfs
Shaofei Wang, Katja Schwarz, Andreas Geiger, and Siyu Tang · 2022
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HumanNeRF: Free-viewpoint rendering of moving people from monocular video
Chung-Yi Weng, Brian Curless, Pratul P. Srinivasan, Jonathan T. Barron, and Ira Kemelmacher-Shlizerman · 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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Flare: Fast learning of animatable and relightable mesh avatars
Shrisha Bharadwaj, Yufeng Zheng, Otmar Hilliges, Michael J. Black, and Victoria Fernandez Abrevaya · 2023
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Structured 3d features for reconstructing relightable and animatable avatars
Enric Corona, Mihai Zanfir, Thiemo Alldieck, Eduard Gabriel Bazavan, Andrei Zanfir, and Cristian Sminchisescu · 2023
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Daniel Lichy, Jiaye Wu, Soumyadip Sengupta, and David W. Jacobs · 2021
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Unified shape and svbrdf recovery using differentiable monte carlo rendering
Fujun Luan, Shuang Zhao, Kavita Bala, and Zhao Dong · 2021
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Unisurf: Unifying neural implicit surfaces and radiance fields for multi-view reconstruction
Michael Oechsle, Songyou Peng, and Andreas Geiger · 2021
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Kilonerf: Speeding up neural radiance fields with thousands of tiny mlps
Christian Reiser, Songyou Peng, Yiyi Liao, and Andreas Geiger · 2021
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NeRV: Neural reflectance and visibility fields for relighting and view synthesis
Pratul Srinivasan, Boyang Deng, Xiuming Zhang, Matthew Tancik, Ben Mildenhall, and Jonathan T. Barron · 2021
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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
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H-nerf: Neural radiance fields for rendering and temporal reconstruction of humans in motion
Hongyi Xu, Thiemo Alldieck, and Cristian Sminchisescu · 2021
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Chen Guo, Tianjian Jiang, Xu Chen, Jie Song, and Otmar Hilliges · 2023
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Humanrf: High-fidelity neural radiance fields for humans in motion
Mustafa Işık, Martin Rünz, Markos Georgopoulos, Taras Khakhulin, Jonathan Starck, Lourdes Agapito, and Matthias Nießner · 2023
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Rana: Relightable articulated neural avatars
Umar Iqbal, Akin Caliskan, Koki Nagano, Sameh Khamis, Pavlo Molchanov, and Jan Kautz · 2023
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Relightablehands: Efficient neural relighting of articulated hand models
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Instantavatar: Learning avatars from monocular video in 60 seconds
Tianjian Jiang, Xu Chen, Jie Song, and Otmar Hilliges · 2023
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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
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Hosnerf: Dynamic human-object-scene neural radiance fields from a single video
Jia-Wei Liu, Yan-Pei Cao, Tianyuan Yang, Eric Zhongcong Xu, Jussi Keppo, Ying Shan, Xiaohu Qie, and Mike Zheng Shou · 2023
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Neural microfacet fields for inverse rendering
Alexander Mai, Dor Verbin, Falko Kuester, and Sara Fridovich-Keil · 2023
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Representing volumetric videos as dynamic mlp maps
Sida Peng, Yunzhi Yan, Qing Shuai, Hujun Bao, and Xiaowei Zhou · 2023
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Permutosdf: Fast multi-view reconstruction with implicit surfaces using permutohedral lattices
Radu Alexandru Rosu and Sven Behnke · 2023
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Towards scalable multi-view reconstruction of geometry and materials
Carolin Schmitt, Božidar Antić, Andrei Neculai, Joo Ho Lee, and Andreas Geiger · 2023
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Neural reconstruction of relightable human model from monocular video
Wenzhang Sun, Yunlong Che, Han Huang, and Yandong Guo · 2023
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Neus2: Fast learning of neural implicit surfaces for multi-view reconstruction
Yiming Wang, Qin Han, Marc Habermann, Kostas Daniilidis, Christian Theobalt, and Lingjie Liu · 2023
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Nemf: Inverse volume rendering with neural microflake field
Youjia Zhang, Teng Xu, Junqing Yu, Yuteng Ye, Junle Wang, Yanqing Jing, Jingyi Yu, and Wei Yang · 2023
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Learning visibility field for detailed 3d human reconstruction and relighting
Ruichen Zheng, Peng Li, Haoqian Wang, and Tao Yu · 2023
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I2-sdf: Intrinsic indoor scene reconstruction and editing via raytracing in neural sdfs
Jingsen Zhu, Yuchi Huo, Qi Ye, Fujun Luan, Jifan Li, Dianbing Xi, Lisha Wang, Rui Tang, Wei Hua, Hujun Bao, et al · 2023
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URhand: Universal relightable hands
Zhaoxi Chen, Gyeongsik Moon, Kaiwen Guo, Chen Cao, Stanislav Pidhorskyi, Tomas Simon, Rohan Joshi, Yuan Dong, Yichen Xu, Bernardo Pires, He Wen, Lucas Evans, Bo Peng, Julia Buffalini, Autumn Trimble, Kevyn McPhail, Melissa Schoeller, Shoou-I Yu, Javier Romero, Michael Zollhöfer, Yaser Sheikh, Ziwei Liu, and Shunsuke Saito · 2024
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Intrinsic hand avatar: Illumination-aware hand appearance and shape reconstruction from monocular rgb video
Pratik Kalshetti and Parag Chaudhuri · 2024
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Relightable and animatable neural avatars from videos
Wenbin Lin, Chengwei Zheng, Jun-Hai Yong, and Feng Xu · 2024
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Animatable neural implicit surfaces for creating avatars from videos
Sida Peng, Shangzhan Zhang, Zhen Xu, Chen Geng, Boyi Jiang, Hujun Bao, and Xiaowei Zhou · 2024
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Relightable gaussian codec avatars
Shunsuke Saito, Gabriel Schwartz, Tomas Simon, Junxuan Li, and Giljoo Nam · 2024
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Relightable and animatable neural avatar from sparse-view video
Zhen Xu, Sida Peng, Chen Geng, Linzhan Mou, Zihan Yan, Jiaming Sun, Hujun Bao, and Xiaowei Zhou · 2024
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