Recovering 3d human mesh from monocular images: A survey

Y Tian, H Zhang, Y Liu, L Wang - IEEE transactions on pattern …, 2023 - ieeexplore.ieee.org
Estimating human pose and shape from monocular images is a long-standing problem in
computer vision. Since the release of statistical body models, 3D human mesh recovery has …

Recent advances of monocular 2d and 3d human pose estimation: A deep learning perspective

W Liu, Q Bao, Y Sun, T Mei - ACM Computing Surveys, 2022 - dl.acm.org
Estimation of the human pose from a monocular camera has been an emerging research
topic in the computer vision community with many applications. Recently, benefiting from the …

Physdiff: Physics-guided human motion diffusion model

Y Yuan, J Song, U Iqbal, A Vahdat… - Proceedings of the …, 2023 - openaccess.thecvf.com
Denoising diffusion models hold great promise for generating diverse and realistic human
motions. However, existing motion diffusion models largely disregard the laws of physics in …

Humor: 3d human motion model for robust pose estimation

D Rempe, T Birdal, A Hertzmann… - Proceedings of the …, 2021 - openaccess.thecvf.com
We introduce HuMoR: a 3D Human Motion Model for Robust Estimation of temporal pose
and shape. Though substantial progress has been made in estimating 3D human motion …

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 …

3D human pose estimation via intuitive physics

S Tripathi, L Müller, CHP Huang… - Proceedings of the …, 2023 - openaccess.thecvf.com
Estimating 3D humans from images often produces implausible bodies that lean, float, or
penetrate the floor. Such methods ignore the fact that bodies are typically supported by the …

Capturing and inferring dense full-body human-scene contact

CHP Huang, H Yi, M Höschle… - Proceedings of the …, 2022 - openaccess.thecvf.com
Inferring human-scene contact (HSC) is the first step toward understanding how humans
interact with their surroundings. While detecting 2D human-object interaction (HOI) and …

Decoupling human and camera motion from videos in the wild

V Ye, G Pavlakos, J Malik… - Proceedings of the …, 2023 - openaccess.thecvf.com
We propose a method to reconstruct global human trajectories from videos in the wild. Our
optimization method decouples the camera and human motion, which allows us to place …

DECO: Dense estimation of 3D human-scene contact in the wild

S Tripathi, A Chatterjee, JC Passy… - Proceedings of the …, 2023 - openaccess.thecvf.com
Understanding how humans use physical contact to interact with the world is key to enabling
human-centric artificial intelligence. While inferring 3D contact is crucial for modeling …

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 …