[HTML][HTML] Human pose estimation from monocular images: A comprehensive survey

W Gong, X Zhang, J Gonzàlez, A Sobral, T Bouwmans… - Sensors, 2016 - mdpi.com
Human pose estimation refers to the estimation of the location of body parts and how they
are connected in an image. Human pose estimation from monocular images has wide …

Physical inertial poser (pip): Physics-aware real-time human motion tracking from sparse inertial sensors

X Yi, Y Zhou, M Habermann… - Proceedings of the …, 2022 - openaccess.thecvf.com
Motion capture from sparse inertial sensors has shown great potential compared to image-
based approaches since occlusions do not lead to a reduced tracking quality and the …

[PDF][PDF] Learning physically simulated tennis skills from broadcast videos

Y Yuan, V Makoviychuk, Y Guo, S Fidler… - ACM Trans …, 2023 - openreview.net
Develo** controllers for physics-based character simulation and control is one of the core
challenges of computer animation. In recent years, techniques that combine deep …

Vnect: Real-time 3d human pose estimation with a single rgb camera

D Mehta, S Sridhar, O Sotnychenko, H Rhodin… - Acm transactions on …, 2017 - dl.acm.org
We present the first real-time method to capture the full global 3D skeletal pose of a human
in a stable, temporally consistent manner using a single RGB camera. Our method combines …

XNect: Real-time multi-person 3D motion capture with a single RGB camera

D Mehta, O Sotnychenko, F Mueller, W Xu… - Acm Transactions On …, 2020 - dl.acm.org
We present a real-time approach for multi-person 3D motion capture at over 30 fps using a
single RGB camera. It operates successfully in generic scenes which may contain …

Simpoe: Simulated character control for 3d human pose estimation

Y Yuan, SE Wei, T Simon, K Kitani… - Proceedings of the …, 2021 - openaccess.thecvf.com
Accurate estimation of 3D human motion from monocular video requires modeling both
kinematics (body motion without physical forces) and dynamics (motion with physical …

Physcap: Physically plausible monocular 3d motion capture in real time

S Shimada, V Golyanik, W Xu, C Theobalt - ACM Transactions on …, 2020 - dl.acm.org
Marker-less 3D human motion capture from a single colour camera has seen significant
progress. However, it is a very challenging and severely ill-posed problem. In consequence …

Neural monocular 3d human motion capture with physical awareness

S Shimada, V Golyanik, W Xu, P Pérez… - ACM Transactions on …, 2021 - dl.acm.org
We present a new trainable system for physically plausible markerless 3D human motion
capture, which achieves state-of-the-art results in a broad range of challenging scenarios …

Monoperfcap: Human performance capture from monocular video

W Xu, A Chatterjee, M Zollhöfer, H Rhodin… - ACM Transactions on …, 2018 - dl.acm.org
We present the first marker-less approach for temporally coherent 3D performance capture
of a human with general clothing from monocular video. Our approach reconstructs …

Learning 3d human pose from structure and motion

R Dabral, A Mundhada, U Kusupati… - Proceedings of the …, 2018 - openaccess.thecvf.com
Abstract 3D human pose estimation from a single image is a challenging problem,
especially for in-the-wild settings due to the lack of 3D annotated data. We propose two …