A survey of advances in vision-based human motion capture and analysis

TB Moeslund, A Hilton, V Krüger - Computer vision and image …, 2006 - Elsevier
This survey reviews advances in human motion capture and analysis from 2000 to 2006,
following a previous survey of papers up to 2000 [TB Moeslund, E. Granum, A survey of …

Vision-based human motion analysis: An overview

R Poppe - Computer vision and image understanding, 2007 - Elsevier
Markerless vision-based human motion analysis has the potential to provide an
inexpensive, non-obtrusive solution for the estimation of body poses. The significant …

Recovering accurate 3d human pose in the wild using imus and a moving camera

T Von Marcard, R Henschel, MJ Black… - Proceedings of the …, 2018 - openaccess.thecvf.com
In this work, we propose a method that combines a single hand-held camera and a set of
Inertial Measurement Units (IMUs) attached at the body limbs to estimate accurate 3D poses …

Neural body fitting: Unifying deep learning and model based human pose and shape estimation

M Omran, C Lassner, G Pons-Moll… - … conference on 3D …, 2018 - ieeexplore.ieee.org
Direct prediction of 3D body pose and shape remains a challenge even for highly
parameterized deep learning models. Mapping from the 2D image space to the prediction …

Probabilistic monocular 3d human pose estimation with normalizing flows

T Wehrbein, M Rudolph… - Proceedings of the …, 2021 - openaccess.thecvf.com
Abstract 3D human pose estimation from monocular images is a highly ill-posed problem
due to depth ambiguities and occlusions. Nonetheless, most existing works ignore these …

Video based reconstruction of 3d people models

T Alldieck, M Magnor, W Xu… - Proceedings of the …, 2018 - openaccess.thecvf.com
This paper describes how to obtain accurate 3D body models and texture of arbitrary people
from a single, monocular video in which a person is moving. Based on a parametric body …

Single-shot multi-person 3d pose estimation from monocular rgb

D Mehta, O Sotnychenko, F Mueller… - … Conference on 3D …, 2018 - ieeexplore.ieee.org
We propose a new single-shot method for multi-person 3D pose estimation in general
scenes from a monocular RGB camera. Our approach uses novel occlusion-robust pose …

Holopose: Holistic 3d human reconstruction in-the-wild

RA Guler, I Kokkinos - … of the IEEE/CVF conference on …, 2019 - openaccess.thecvf.com
We introduce HoloPose, a method for holistic monocular 3D human body reconstruction. We
first introduce a part-based model for 3D model parameter regression that allows our …

Monocular 3d pose and shape estimation of multiple people in natural scenes-the importance of multiple scene constraints

A Zanfir, E Marinoiu… - Proceedings of the IEEE …, 2018 - openaccess.thecvf.com
Human sensing has greatly benefited from recent advances in deep learning, parametric
human modeling, and large scale 2d and 3d datasets. However, existing 3d models make …

Diffpose: Multi-hypothesis human pose estimation using diffusion models

K Holmquist, B Wandt - Proceedings of the IEEE/CVF …, 2023 - openaccess.thecvf.com
Traditionally, monocular 3D human pose estimation employs a machine learning model to
predict the most likely 3D pose for a given input image. However, a single image can be …