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Recent communities have seen significant progress in building photo-realistic animatable avatars from sparse multi-view videos.
Large steps in cloth simulation
David Baraff and Andrew Witkin · 1998
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Marching cubes: A high resolution 3d surface construction algorithm
William E Lorensen and Harvey E Cline · 1998
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Fast cloth animation on walking avatars
Tzvetomir Vassilev, Bernhard Spanlang, and Yiorgos Chrysanthou · 2001
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Cloth simulation on the gpu
Cyril Zeller · 2005
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Embedded deformation for shape manipulation
Robert W Sumner, Johannes Schmid, and Mark Pauly · 2007
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Global correspondence optimization for non-rigid registration of depth scans
Hao Li, Robert W Sumner, and Mark Pauly · 2008
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Stable spaces for real-time clothing
Edilson De Aguiar, Leonid Sigal, Adrien Treuille, and Jessica K Hodgins · 2010
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Smooth skinning decomposition with rigid bones
Binh Huy Le and Zhigang Deng · 2012
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A gpu-based streaming algorithm for high-resolution cloth simulation
Min Tang, Ruofeng Tong, Rahul Narain, Chang Meng, and Dinesh Manocha · 2013
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Human3.6m: Large scale datasets and predictive methods for 3d human sensing in natural environments
Catalin Ionescu, Dragos Papava, Vlad Olaru, and Cristian Sminchisescu · 2014
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Structure-from-motion revisited
Johannes Lutz Schönberger and Jan-Michael Frahm · 2016
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Pixelwise view selection for unstructured multi-view stereo
Johannes Lutz Schönberger, Enliang Zheng, Marc Pollefeys, and Jan-Michael Frahm · 2016
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Quasi-newton methods for real-time simulation of hyperelastic materials
Tiantian Liu, Sofien Bouaziz, and Ladislav Kavan · 2017
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Deepwrinkles: Accurate and realistic clothing modeling
Zorah Lahner, Daniel Cremers, and Tony Tung · 2018
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The unreasonable effectiveness of deep features as a perceptual metric
Richard Zhang, Phillip Isola, Alexei A Efros, Eli Shechtman, and Oliver Wang · 2018
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Subspace neural physics: Fast data-driven interactive simulation
Daniel Holden, Bang Chi Duong, Sayantan Datta, and Derek Nowrouzezahrai · 2019
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Soft rasterizer: A differentiable renderer for image-based 3d reasoning
Shichen Liu, Tianye Li, Weikai Chen, and Hao Li · 2019
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Amass: Archive of motion capture as surface shapes
Naureen Mahmood, Nima Ghorbani, Nikolaus F. Troje, Gerard Pons-Moll, and Michael J. Black · 2019
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Learning-based animation of clothing for virtual try-on
Igor Santesteban, Miguel A Otaduy, and Dan Casas · 2019
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Learning an intrinsic garment space for interactive authoring of garment animation
Tuanfeng Y Wang, Tianjia Shao, Kai Fu, and Niloy J Mitra · 2019
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Image quality assessment: Unifying structure and texture similarity
Keyan Ding, Kede Ma, Shiqi Wang, and Eero P Simoncelli · 2020
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Deepcap: Monocular human performance capture using weak supervision
Marc Habermann, Weipeng Xu, Michael Zollhofer, Gerard Pons-Moll, and Christian Theobalt · 2020
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Bcnet: Learning body and cloth shape from a single image
Boyi Jiang, Juyong Zhang, Yang Hong, Jinhao Luo, Ligang Liu, and Hujun Bao · 2020
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Self-correction for human parsing
Peike Li, Yunqiu Xu, Yunchao Wei, and Yi Yang · 2020
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Learning to dress 3d people in generative clothing
Qianli Ma, Jinlong Yang, Anurag Ranjan, Sergi Pujades, Gerard Pons-Moll, Siyu Tang, and Michael J Black · 2020
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Nerf: Representing scenes as neural radiance fields for view synthesis
B Mildenhall, PP Srinivasan, M Tancik, JT Barron, R Ramamoorthi, and R Ng · 2020
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Tailornet: Predicting clothing in 3d as a function of human pose, shape and garment style
Chaitanya Patel, Zhouyingcheng Liao, and Gerard Pons-Moll · 2020
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Accelerating 3d deep learning with pytorch3d
Nikhila Ravi, Jeremy Reizenstein, David Novotny, Taylor Gordon, Wan-Yen Lo, Justin Johnson, and Georgia Gkioxari · 2020
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Raft: Recurrent all-pairs field transforms for optical flow
Zachary Teed and Jia Deng · 2020
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Fully convolutional graph neural networks for parametric virtual try-on
Raquel Vidaurre, Igor Santesteban, Elena Garces, and Dan Casas · 2020
Cited alongside, same era.
N-cloth: Predicting 3d cloth deformation with mesh-based networks
Y D. Li, Min Tang, Yun Yang, Zi Huang, R F. Tong, SC Yang, Yao Li, and Dinesh Manocha · 2022
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Capturing and animation of body and clothing from monocular video
Yao Feng, Jinlong Yang, Marc Pollefeys, Michael J Black, and Timo Bolkart · 2022
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Neural point-based shape modeling of humans in challenging clothing
Qianli Ma, Jinlong Yang, Michael J Black, and Siyu Tang · 2022
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Predicting loose-fitting garment deformations using bone-driven motion networks
Xiaoyu Pan, Jiaming Mai, Xinwei Jiang, Dongxue Tang, Jingxiang Li, Tianjia Shao, Kun Zhou, Xiaogang Jin, and Dinesh Manocha · 2022
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Animatable implicit neural representations for creating realistic avatars from videos
Sida Peng, Zhen Xu, Junting Dong, Qianqian Wang, Shangzhan Zhang, Qing Shuai, Hujun Bao, and Xiaowei Zhou · 2022
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Deep fashion3d: A dataset and benchmark for 3d garment reconstruction from single images
Heming Zhu, Yu Cao, Hang Jin, Weikai Chen, Dong Du, Zhangye Wang, Shuguang Cui, and Xiaoguang Han · 2020
Cited alongside, same era.
Github, 2021
Easymocap - make human motion capture easier · 2021
Cited alongside, same era.
Deepsd: Automatic deep skinning and pose space deformation for 3d garment animation
Hugo Bertiche, Meysam Madadi, Emilio Tylson, and Sergio Escalera · 2021
Cited alongside, same era.
Snarf: Differentiable forward skinning for animating non-rigid neural implicit shapes
Xu Chen, Yufeng Zheng, Michael J Black, Otmar Hilliges, and Andreas Geiger · 2021
Cited alongside, same era.
Smplicit: Topology-aware generative model for clothed people
Enric Corona, Albrt Pumarola, Guillem Alenya, Gerard Pons-Moll, and Francesc Moreno-Noguer · 2021
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Real-time deep dynamic characters
Marc Habermann, Lingjie Liu, Weipeng Xu, Michael Zollhoefer, Gerard Pons-Moll, and Christian Theobalt · 2021
Cited alongside, same era.
Deep physics-aware inference of cloth deformation for monocular human performance capture
Yue Li, Marc Habermann, Bernhard Thomaszewski, Stelian Coros, Thabo Beeler, and Christian Theobalt · 2021
Cited alongside, same era.
xcloth: Extracting template-free textured 3d clothes from a monocular image
Astitva Srivastava, Chandradeep Pokhariya, Sai Sagar Jinka, and Avinash Sharma · 2022
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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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Dressing avatars: Deep photorealistic appearance for physically simulated clothing
Donglai Xiang, Timur Bagautdinov, Tuur Stuyck, Fabian Prada, Javier Romero, Weipeng Xu, Shunsuke Saito, Jingfan Guo, Breannan Smith, Takaaki Shiratori, et al · 2022
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ICON: Implicit Clothed humans Obtained from Normals
Yuliang Xiu, Jinlong Yang, Dimitrios Tzionas, and Michael J. Black · 2022
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Human performance modeling and rendering via neural animated mesh
Fuqiang Zhao, Yuheng Jiang, Kaixin Yao, Jiakai Zhang, Liao Wang, Haizhao Dai, Yuhui Zhong, Yingliang Zhang, Minye Wu, Lan Xu, et al · 2022
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Structured local radiance fields for human avatar modeling
Zerong Zheng, Han Huang, Tao Yu, Hongwen Zhang, Yandong Guo, and Yebin Liu · 2022
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Uv volumes for real-time rendering of editable free-view human performance
Yue Chen, Xuan Wang, Xingyu Chen, Qi Zhang, Xiaoyu Li, Yu Guo, Jue Wang, and Fei Wang · 2023
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Learning neural volumetric representations of dynamic humans in minutes
Chen Geng, Sida Peng, Zhen Xu, Hujun Bao, and Xiaowei Zhou · 2023
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Hdhumans: A hybrid approach for high-fidelity digital humans
Marc Habermann, Lingjie Liu, Weipeng Xu, Gerard Pons-Moll, Michael Zollhoefer, and Christian Theobalt · 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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Flexnerf: Photorealistic free-viewpoint rendering of moving humans from sparse views
Vinoj Jayasundara, Amit Agrawal, Nicolas Heron, Abhinav Shrivastava, and Larry S Davis · 2023
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Rec-mv: Reconstructing 3d dynamic cloth from monocular videos
Lingteng Qiu, Guanying Chen, Jiapeng Zhou, Mutian Xu, Junle Wang, and Xiaoguang Han · 2023
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Personnerf: Personalized reconstruction from photo collections
Chung-Yi Weng, Pratul P Srinivasan, Brian Curless, and Ira Kemelmacher-Shlizerman · 2023
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Drivable avatar clothing: Faithful full-body telepresence with dynamic clothing driven by sparse rgb-d input
Donglai Xiang, Fabian Prada, Zhe Cao, Kaiwen Guo, Chenglei Wu, Jessica Hodgins, and Timur Bagautdinov · 2023
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ECON: Explicit Clothed humans Optimized via Normal integration
Yuliang Xiu, Jinlong Yang, Xu Cao, Dimitrios Tzionas, and Michael J. Black · 2023
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Monohuman: Animatable human neural field from monocular video
Zhengming Yu, Wei Cheng, Xian Liu, Wayne Wu, and Kwan-Yee Lin · 2023
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Closet: Modeling clothed humans on continuous surface with explicit template decomposition
Hongwen Zhang, Siyou Lin, Ruizhi Shao, Yuxiang Zhang, Zerong Zheng, Han Huang, Yandong Guo, and Yebin Liu · 2023
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Avatarrex: Real-time expressive full-body avatars
Zerong Zheng, Xiaochen Zhao, Hongwen Zhang, Boning Liu, and Yebin Liu · 2023
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