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Monocular 3D motion capture (mocap) is beneficial to many applications.
Tracking people with twists and exponential maps
Bregler, C.; and Malik, J. 1998 · 1998
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Z CAM Cinema Camera
Z-CAM. 2000 · 2000
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A flexible new technique for camera calibration
Zhang, Z. 2000 · 2000
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Markerless Motion Capture of Complex Full-body Movement for Character Animation
Davison, A. J.; Deutscher, J.; and Reid, I. D. 2001 · 2001
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SCAPE: Shape Completion and Animation of People
Anguelov, D.; Srinivasan, P.; Koller, D.; Thrun, S.; Rodgers, J.; and Davis, J. 2005 · 2005
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Practical motion capture in everyday surroundings
Vlasic, D.; Adelsberger, R.; Vannucci, G.; Barnwell, J.; Gross, M.; Matusik, W.; and Popović, J. 2007 · 2007
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Performance capture from sparse multi-view video
De Aguiar, E.; Stoll, C.; Theobalt, C.; Ahmed, N.; Seidel, H.-P.; and Thrun, S. 2008 · 2008
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Neural Descent for Visual 3D Human Pose and Shape
Zanfir, A.; Bazavan, E. G.; Zanfir, M.; Freeman, W. T.; Sukthankar, R.; and Sminchisescu, C. 2020 · 2008
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Markerless motion capture with unsynchronized moving cameras
Hasler, N.; Rosenhahn, B.; Thormahlen, T.; Wand, M.; Gall, J.; and Seidel, H.-P. 2009 · 2009
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Ceres Solver
Agarwal, S.; Mierle, K.; and Others. 2010 · 2010
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Optimization and Filtering for Human Motion Capture
Gall, J.; Rosenhahn, B.; Brox, T.; and Seidel, H.-P. 2010 · 2010
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Clustered Pose and Nonlinear Appearance Models for Human Pose Estimation
Johnson, S.; and Everingham, M. 2010 · 2010
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Multisensor-fusion for 3d full-body human motion capture
Pons-Moll, G.; Baak, A.; Helten, T.; Müller, M.; Seidel, H.-P.; and Rosenhahn, B. 2010 · 2010
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Performance capture from multi-view video
Theobalt, C.; de Aguiar, E.; Stoll, C.; Seidel, H.-P.; and Thrun, S. 2010 · 2010
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Outdoor human motion capture using inverse kinematics and von mises-fisher sampling
Pons-Moll, G.; Baak, A.; Gall, J.; Leal-Taixe, L.; Mueller, M.; Seidel, H.-P.; and Rosenhahn, B. 2011 · 2011
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Fast articulated motion tracking using a sums of Gaussians body model
Stoll, C.; Hasler, N.; Gall, J.; Seidel, H.-P.; and Theobalt, C. 2011 · 2011
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Real-time body tracking with one depth camera and inertial sensors
Helten, T.; Muller, M.; Seidel, H.-P.; and Theobalt, C. 2013 · 2013
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Human3. 6m: Large scale datasets and predictive methods for 3d human sensing in natural environments
Ionescu, C.; Papava, D.; Olaru, V.; and Sminchisescu, C. 2013 · 2013
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Markerless motion capture of multiple characters using multiview image segmentation
Liu, Y.; Gall, J.; Stoll, C.; Dai, Q.; Seidel, H.-P.; and Theobalt, C. 2013 · 2013
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Adam: A method for stochastic optimization
Kingma, D. P.; and Ba, J. 2014 · 2014
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High-quality streamable free-viewpoint video
Collet, A.; Chuang, M.; Sweeney, P.; Gillett, D.; Evseev, D.; Calabrese, D.; Hoppe, H.; Kirk, A.; and Sullivan, S. 2015 · 2015
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Panoptic Studio: A Massively Multiview System for Social Motion Capture
Joo, H.; Liu, H.; Tan, L.; Gui, L.; Nabbe, B.; Matthews, I.; Kanade, T.; Nobuhara, S.; and Sheikh, Y. 2015 · 2015
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SMPL: A Skinned Multi-person Linear Model
Loper, M.; Mahmood, N.; Romero, J.; Pons-Moll, G.; and Black, M. J. 2015 · 2015
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Real-time Physics-based Motion Capture with Sparse Sensors
Andrews, S.; Huerta, I.; Komura, T.; Sigal, L.; and Mitchell, K. 2016 · 2016
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Keep It SMPL: Automatic Estimation of 3D Human Pose and Shape from a Single Image
Bogo, F.; Kanazawa, A.; Lassner, C.; Gehler, P.; Romero, J.; and Black, M. J. 2016 · 2016
Cited alongside, same era.
Model-based Outdoor Performance Capture
Robertini, N.; Casas, D.; Rhodin, H.; Seidel, H.-P.; and Theobalt, C. 2016 · 2016
Cited alongside, same era.
Human pose estimation from video and imus
Von Marcard, T.; Pons-Moll, G.; and Rosenhahn, B. 2016 · 2016
Cited alongside, same era.
Realtime Multi-Person 2D Pose Estimation Using Part Affinity Fields
Cao, Z.; Simon, T.; Wei, S.-E.; and Sheikh, Y. 2017 · 2017
Cited alongside, same era.
Towards Accurate Marker-Less Human Shape and Pose Estimation over Time
Huang, Y.; Bogo, F.; Lassner, C.; Kanazawa, A.; Gehler, P. V.; Romero, J.; Akhter, I.; and Black, M. J. 2017 · 2017
Cited alongside, same era.
Unite the people: Closing the loop between 3d and 2d human representations
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image
Pavlakos, G.; Choutas, V.; Ghorbani, N.; Bolkart, T.; Osman, A. A. A.; Tzionas, D.; and Black, M. J. 2019 · 2019
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AIST Dance Video Database: Multi-genre, Multi-dancer, and Multi-camera Database for Dance Information Processing
Tsuchida, S.; Fukayama, S.; Hamasaki, M.; and Goto, M. 2019 · 2019
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Vicon Motion Systems
Vicon. 2019 · 2019
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Monocular Total Capture: Posing Face, Body, and Hands in the Wild
Xiang, D.; Joo, H.; and Sheikh, Y. 2019 · 2019
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Xsens Technologies B.V
XSENS. 2019 · 2019
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DeepHuman: 3D Human Reconstruction From a Single Image
Zheng, Z.; Yu, T.; Wei, Y.; Dai, Q.; and Liu, Y. 2019 · 2019
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Lassner, C.; Romero, J.; Kiefel, M.; Bogo, F.; Black, M. J.; and Gehler, P. V. 2017 · 2017
Cited alongside, same era.
Real-time full-body motion capture from video and imus
Malleson, C.; Gilbert, A.; Trumble, M.; Collomosse, J.; Hilton, A.; and Volino, M. 2017 · 2017
Cited alongside, same era.
Monocular 3d human pose estimation in the wild using improved cnn supervision
Mehta, D.; Rhodin, H.; Casas, D.; Fua, P.; Sotnychenko, O.; Xu, W.; and Theobalt, C. 2017 · 2017
Cited alongside, same era.
Harvesting Multiple Views for Marker-less 3D Human Pose Annotations
Pavlakos, G.; Zhou, X.; Derpanis, K. G.; and Daniilidis, K. 2017 · 2017
Cited alongside, same era.
Hand Keypoint Detection in Single Images using Multiview Bootstrapping
Simon, T.; Joo, H.; Matthews, I.; and Sheikh, Y. 2017 · 2017
Cited alongside, same era.
Sparse inertial poser: Automatic 3d human pose estimation from sparse imus
Von Marcard, T.; Rosenhahn, B.; Black, M. J.; and Pons-Moll, G. 2017 · 2017
Cited alongside, same era.
Outdoor Markerless Motion Capture With Sparse Handheld Video Cameras
Wang, Y.; Liu, Y.; Tong, X.; Dai, Q.; and Tan, P. 2017 · 2017
Cited alongside, same era.
On the continuity of rotation representations in neural networks
Zhou, Y.; Barnes, C.; Lu, J.; Yang, J.; and Li, H. 2019 · 2019
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DeepCap: Monocular Human Performance Capture Using Weak Supervision
Habermann, M.; Xu, W.; Zollhofer, M.; Pons-Moll, G.; and Theobalt, C. 2020 · 2020
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Accurate long-term multiple people tracking using video and body-worn IMUs
Henschel, R.; Von Marcard, T.; and Rosenhahn, B. 2020 · 2020
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VIBE: Video Inference for Human Body Pose and Shape Estimation
Kocabas, M.; Athanasiou, N.; and Black, M. J. 2020 · 2020
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STAR: Sparse Trained Articulated Human Body Regressor
Osman, A. A. A.; Bolkart, T.; and Black, M. J. 2020 · 2020
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EventCap: Monocular 3D Capture of High-Speed Human Motions Using an Event Camera
Xu, L.; Xu, W.; Golyanik, V.; Habermann, M.; Fang, L.; and Theobalt, C. 2020 · 2020
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Fusing wearable imus with multi-view images for human pose estimation: A geometric approach
Zhang, Z.; Wang, C.; Qin, W.; and Zeng, W. 2020 · 2020
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Challencap: Monocular 3d capture of challenging human performances using multi-modal references
He, Y.; Pang, A.; Chen, X.; Liang, H.; Wu, M.; Ma, Y.; and Xu, L. 2021 · 2021
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EM-POSE: 3D Human Pose Estimation From Sparse Electromagnetic Trackers
Kaufmann, M.; Zhao, Y.; Tang, C.; Tao, L.; Twigg, C.; Song, J.; Wang, R.; and Hilliges, O. 2021 · 2021
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PARE: Part Attention Regressor for 3D Human Body Estimation
Kocabas, M.; Huang, C.-H. P.; Hilliges, O.; and Black, M. J. 2021 · 2021
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Probabilistic Modeling for Human Mesh Recovery
Kolotouros, N.; Pavlakos, G.; Jayaraman, D.; and Daniilidis, K. 2021 · 2021
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AI Choreographer: Music Conditioned 3D Dance Generation with AIST++
Li, R.; Yang, S.; Ross, D. A.; and Kanazawa, A. 2021 · 2021
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HuMoR: 3D Human Motion Model for Robust Pose Estimation
Rempe, D.; Birdal, T.; Hertzmann, A.; Yang, J.; Sridhar, S.; and Guibas, L. J. 2021 · 2021
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Neural Monocular 3D Human Motion Capture with Physical Awareness
Shimada, S.; Golyanik, V.; Xu, W.; Pérez, P.; and Theobalt, C. 2021 · 2021
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TransPose: Real-Time 3D Human Translation and Pose Estimation with Six Inertial Sensors
Yi, X.; Zhou, Y.; and Xu, F. 2021 · 2021
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Physical Inertial Poser (PIP): Physics-aware Real-time Human Motion Tracking from Sparse Inertial Sensors
Yi, X.; Zhou, Y.; Habermann, M.; Shimada, S.; Golyanik, V.; Theobalt, C.; and Xu, F. 2022 · 2022
Closest in time.
LiDAR-aid Inertial Poser: Large-scale Human Motion Capture by Sparse Inertial and LiDAR Sensors
Ren, Y.; Zhao, C.; He, Y.; Cong, P.; Liang, H.; Yu, J.; Xu, L.; and Ma, Y. 2023 · 2023
Closest in time.