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Synthetic data has emerged as a promising source for 3D human research as it offers low-cost access to large-scale human datasets.
Generalized procrustes analysis
J. C. Gower · 1975
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Deferred shading
Shawn Hargreaves and Mark Harris · 2004
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Humaneva: Synchronized video and motion capture dataset and baseline algorithm for evaluation of articulated human motion
L. Sigal, A. O. Balan, and Michael J. Black · 2009
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Clustered pose and nonlinear appearance models for human pose estimation
Sam Johnson and Mark Everingham · 2010
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Learning effective human pose estimation from inaccurate annotation
Sam Johnson and M. Everingham · 2011
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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 · 2013
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2d human pose estimation: New benchmark and state of the art analysis
Mykhaylo Andriluka, Leonid Pishchulin, Peter Gehler, and Bernt Schiele · 2014
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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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Microsoft coco: Common objects in context
Tsung-Yi Lin, Michael Maire, Serge Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Dollár, and C Lawrence Zitnick · 2014
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Matthew Loper, Naureen Mahmood, Javier Romero, Gerard Pons-Moll, and Michael J Black · 2015
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Tianye Li, Timo Bolkart, Michael J Black, Hao Li, and Javier Romero · 2017
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Monocular 3d human pose estimation in the wild using improved cnn supervision
Dushyant Mehta, Helge Rhodin, Dan Casas, Pascal Fua, Oleksandr Sotnychenko, Weipeng Xu, and Christian Theobalt · 2017
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Learning from synthetic humans
Gül Varol, J. Romero, Xavier Martin, Naureen Mahmood, Michael J. Black, I. Laptev, and C. Schmid · 2017
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End-to-end recovery of human shape and pose
Angjoo Kanazawa, Michael J Black, David W Jacobs, and Jitendra Malik · 2018
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Recovering accurate 3d human pose in the wild using imus and a moving camera
Timo von Marcard, Roberto Henschel, Michael J Black, Bodo Rosenhahn, and Gerard Pons-Moll · 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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Panoptic studio: A massively multiview system for social interaction capture
H. Joo, Tomas Simon, Xulong Li, H. Liu, L. Tan, Lin Gui, Sean Banerjee, Timothy Godisart, Bart C. Nabbe, I. Matthews, T. Kanade, S. Nobuhara, and Yaser Sheikh · 2019
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Learning 3d human dynamics from video
Angjoo Kanazawa, Jason Y. Zhang, Panna Felsen, and Jitendra Malik · 2019
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Learning to reconstruct 3d human pose and shape via model-fitting in the loop
Nikos Kolotouros, Georgios Pavlakos, Michael J Black, and Kostas Daniilidis · 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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Expressive body capture: 3d hands, face, and body from a single image
Georgios Pavlakos, Vasileios Choutas, Nima Ghorbani, Timo Bolkart, Ahmed AA Osman, Dimitrios Tzionas, and Michael J Black · 2019
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Monocular expressive body regression through body-driven attention
Vasileios Choutas, Georgios Pavlakos, Timo Bolkart, Dimitrios Tzionas, and Michael J Black · 2020
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Exemplar fine-tuning for 3d human pose fitting towards in-the-wild 3d human pose estimation
H. Joo, N. Neverova, and A. Vedaldi · 2020
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Vibe: Video inference for human body pose and shape estimation
Muhammed Kocabas, Nikos Athanasiou, and Michael J Black · 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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Fangzhou Hong, Mingyuan Zhang, Liang Pan, Zhongang Cai, Lei Yang, and Ziwei Liu · 2022
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Marko Mihajlovic, Aayush Bansal, Michael Zollhoefer, Siyu Tang, and Shunsuke Saito · 2022
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Accurate 3d hand pose estimation for whole-body 3d human mesh estimation
Gyeongsik Moon, Hongsuk Choi, and Kyoung Mu Lee · 2022
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Neuralannot: Neural annotator for 3d human mesh training sets
Gyeongsik Moon, Hongsuk Choi, and Kyoung Mu Lee · 2022
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Benchmarking and analyzing 3d human pose and shape estimation beyond algorithms
Hui En Pang, Zhongang Cai, Lei Yang, Tianwei Zhang, and Ziwei Liu · 2022
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Hspace: Synthetic parametric humans animated in complex environments
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Openmmlab 3d human parametric model toolbox and benchmark
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Pare: Part attention regressor for 3d human body estimation
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Youngjoong Kwon, Dahun Kim, Duygu Ceylan, and Henry Fuchs · 2021
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