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Recently, data-driven single-view reconstruction methods have shown great progress in modeling 3D dressed humans.
Marching cubes: A high resolution 3d surface construction algorithm
William E. Lorensen and Harvey E. Cline · 1987
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A theory of shape by space carving
Kiriakos N. Kutulakos and Steven M. Seitz · 2000
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Tracking and modeling people in video sequences
Ralf Plänkers and Pascal Fua · 2001
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Estimating articulated human motion with covariance scaled sampling
Cristian Sminchisescu and Bill Triggs · 2003
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SCAPE: shape completion and animation of people
Dragomir Anguelov, Praveen Srinivasan, Daphne Koller, Sebastian Thrun, Jim Rodgers, and James Davis · 2005
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Fusion of multi-view silhouette cues using a space occupancy grid
Jean-Sébastien Franco and Edmond Boyer · 2005
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A comparison and evaluation of multi-view stereo reconstruction algorithms
Steven M. Seitz, Brian Curless, James Diebel, Daniel Scharstein, and Richard Szeliski · 2006
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Detailed human shape and pose from images
Alexandru O. Balan, Leonid Sigal, Michael J. Black, James E. Davis, and Horst W. Haussecker · 2007
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The naked truth: Estimating body shape under clothing
Alexandru O. Balan and Michael J. Black · 2008
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Performance capture from sparse multi-view video
Edilson de Aguiar, Carsten Stoll, Christian Theobalt, Naveed Ahmed, Hans-Peter Seidel, and Sebastian Thrun · 2008
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Articulated mesh animation from multi-view silhouettes
Daniel Vlasic, Ilya Baran, Wojciech Matusik, and Jovan Popovic · 2008
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Motion capture using joint skeleton tracking and surface estimation
Juergen Gall, Carsten Stoll, Edilson de Aguiar, Christian Theobalt, Bodo Rosenhahn, and Hans-Peter Seidel · 2009
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Estimating human shape and pose from a single image
Peng Guan, Alexander Weiss, Alexandru O. Balan, and Michael J. Black · 2009
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Accurate, dense, and robust multi-view stereopsis
Yasutaka Furukawa and Jean Ponce · 2010
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Multilinear pose and body shape estimation of dressed subjects from image sets
Nils Hasler, Hanno Ackermann, Bodo Rosenhahn, Thorsten Thormählen, and Hans-Peter Seidel · 2010
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Home 3d body scans from noisy image and range data
Alexander Weiss, David Hirshberg, and Michael J. Black · 2011
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Detailed full-body reconstructions of moving people from monocular RGB-D sequences
Federica Bogo, Michael J. Black, Matthew Loper, and Javier Romero · 2015
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3d real human reconstruction via multiple low-cost depth cameras
Zhenbao Liu, Hongliang Qin, Shuhui Bu, Meng Yan, Jinxin Huang, Xiaojun Tang, and Junwei Han · 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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U-net: Convolutional networks for biomedical image segmentation
Olaf Ronneberger, Philipp Fischer, and Thomas Brox · 2015
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Very deep convolutional networks for large-scale image recognition
Karen Simonyan and Andrew Zisserman · 2015
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Multi-view convolutional neural networks for 3d shape recognition
Hang Su, Subhransu Maji, Evangelos Kalogerakis, and Erik G. Learned-Miller · 2015
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Keep it SMPL: automatic estimation of 3d human pose and shape from a single image
Federica Bogo, Angjoo Kanazawa, Christoph Lassner, Peter V. Gehler, Javier Romero, and Michael J. Black · 2016
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Hs-nets: Estimating human body shape from silhouettes with convolutional neural networks
Endri Dibra, Himanshu Jain, A. Cengiz Öztireli, Remo Ziegler, and Markus H. Gross · 2016
Cited alongside, same era.
Stacked hourglass networks for human pose estimation
Alejandro Newell, Kaiyu Yang, and Jia Deng · 2016
Cited alongside, same era.
Real-time simultaneous pose and shape estimation for articulated objects using a single depth camera
Mao Ye, Yang Shen, Chao Du, Zhigeng Pan, and Ruigang Yang · 2016
Cited alongside, same era.
Classifying unordered feature sets with convolutional deep averaging networks
Andrew Gardner, Jinko Kanno, Christian A. Duncan, and Rastko R. Selmic · 2017
Cited alongside, same era.
Surfacenet: An end-to-end 3d neural network for multiview stereopsis
Mengqi Ji, Juergen Gall, Haitian Zheng, Yebin Liu, and Lu Fang · 2017
Cited alongside, same era.
Pifu: Pixel-aligned implicit function for high-resolution clothed human digitization
Shunsuke Saito, , Zeng Huang, Ryota Natsume, Shigeo Morishima, Angjoo Kanazawa, and Hao Li · 2019
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Scene representation networks: Continuous 3d-structure-aware neural scene representations
Vincent Sitzmann, Michael Zollhöfer, and Gordon Wetzstein · 2019
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FACSIMILE: fast and accurate scans from an image in less than a second
David Smith, Matthew Loper, Xiaochen Hu, Paris Mavroidis, and Javier Romero · 2019
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Deep high-resolution representation learning for human pose estimation
Ke Sun, Bin Xiao, Dong Liu, and Jingdong Wang · 2019
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Denserac: Joint 3d pose and shape estimation by dense render-and-compare
Yuanlu Xu, Song-Chun Zhu, and Tony Tung · 2019
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Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, and Illia Polosukhin · 2017
Cited alongside, same era.
Bodyfusion: Real-time capture of human motion and surface geometry using a single depth camera
Tao Yu, Kaiwen Guo, Feng Xu, Yuan Dong, Zhaoqi Su, Jianhui Zhao, Jianguo Li, Qionghai Dai, and Yebin Liu · 2017
Cited alongside, same era.
https://renderpeople.com/3d-people/
Renderpeople, 2018 · 2018
Cited alongside, same era.
Video based reconstruction of 3d people models
Thiemo Alldieck, Marcus A. Magnor, Weipeng Xu, Christian Theobalt, and Gerard Pons-Moll · 2018
Cited alongside, same era.
Neural scene representation and rendering
S M Ali Eslami, Danilo Jimenez Rezende, Frederic Besse, Fabio Viola, Ari S Morcos, Marta Garnelo, Avraham Ruderman, Andrei A Rusu, Ivo Danihelka, Karol Gregor, David P Reichert, Lars Buesing, Theophane Weber, Oriol Vinyals, Dan Rosenbaum, Neil Rabinowitz, Helen King, Chloe Hillier, Matt Botvinick, Daan Wierstra, Koray Kavukcuoglu, and Demis Hassabis · 2018
Cited alongside, same era.
Deep volumetric video from very sparse multi-view performance capture
Zeng Huang, Tianye Li, Weikai Chen, Yajie Zhao, Jun Xing, Chloe LeGendre, Linjie Luo, Chongyang Ma, and Hao Li · 2018
Cited alongside, same era.
3d human body reconstruction from a single image via volumetric regression
Aaron S. Jackson, Chris Manafas, and Georgios Tzimiropoulos · 2018
Cited alongside, same era.
Simulcap : Single-view human performance capture with cloth simulation
Tao Yu, Zerong Zheng, Yuan Zhong, Jianhui Zhao, Qionghai Dai, Gerard Pons-Moll, and Yebin Liu · 2019
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Deephuman: 3d human reconstruction from a single image
Zerong Zheng, Tao Yu, Yixuan Wei, Qionghai Dai, and Yebin Liu · 2019
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Detailed human shape estimation from a single image by hierarchical mesh deformation
Hao Zhu, Xinxin Zuo, Sen Wang, Xun Cao, and Ruigang Yang · 2019
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Combining implicit function learning and parametric models for 3d human reconstruction
Bharat Lal Bhatnagar, Cristian Sminchisescu, Christian Theobalt, and Gerard Pons-Moll · 2020
Later among the works it cites.
Geo-pifu: Geometry and pixel aligned implicit functions for single-view human reconstruction
Tong He, John P. Collomosse, Hailin Jin, and Stefano Soatto · 2020
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ARCH: animatable reconstruction of clothed humans
Zeng Huang, Yuanlu Xu, Christoph Lassner, Hao Li, and Tony Tung · 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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Tetratsdf: 3d human reconstruction from a single image with a tetrahedral outer shell
Hayato Onizuka, Zehra Hayirci, Diego Thomas, Akihiro Sugimoto, Hideaki Uchiyama, and Rin-Ichiro Taniguchi · 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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Pifuhd: Multi-level pixel-aligned implicit function for high-resolution 3d human digitization
Shunsuke Saito, Tomas Simon, Jason M. Saragih, and Hanbyul Joo · 2020
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Implicit neural representations with periodic activation functions
Vincent Sitzmann, Julien N. P. Martel, Alexander W. Bergman, David B. Lindell, and Gordon Wetzstein · 2020
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Robust attentional aggregation of deep feature sets for multi-view 3d reconstruction
Bo Yang, Sen Wang, Andrew Markham, and Niki Trigoni · 2020
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Doublefusion: Real-time capture of human performances with inner body shapes from a single depth sensor
Tao Yu, Jianhui Zhao, Zerong Zheng, Kaiwen Guo, Qionghai Dai, Hao Li, Gerard Pons-Moll, and Yebin Liu · 2020
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Multi-person implicit reconstruction from a single image
Armin Mustafa, Akin Caliskan, Lourdes Agapito, and Adrian Hilton · 2021
Closest in time.
Neural body: Implicit neural representations with structured latent codes for novel view synthesis of dynamic humans
Sida Peng, Yuanqing Zhang, Yinghao Xu, Qianqian Wang, Qing Shuai, Hujun Bao, and Xiaowei Zhou · 2021
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pixelnerf: Neural radiance fields from one or few images
Alex Yu, Vickie Ye, Matthew Tancik, and Angjoo Kanazawa · 2021
Closest in time.
Pamir: Parametric model-conditioned implicit representation for image-based human reconstruction
Zerong Zheng, Tao Yu, Yebin Liu, and Qionghai Dai · 2021
Closest in time.