A survey on monocular 3D human pose estimation

X Ji, Q Fang, J Dong, Q Shuai, W Jiang… - Virtual Reality & Intelligent …, 2020 - Elsevier
Recovering human pose from RGB images and videos has drawn increasing attention in
recent years owing to minimum sensor requirements and applicability in diverse fields such …

Taxonomy, state-of-the-art, challenges and applications of visual understanding: A review

NY Khanday, SA Sofi - Computer Science Review, 2021 - Elsevier
Since the dawn of Humanity, to communicate both abstract and concrete ideas, visualization
through visual imagery has been an effective way. With the advancement of scientific …

Recent advances in 3D human pose estimation: From optimization to implementation and beyond

J Yan, M Zhou, J Pan, M Yin, B Fang - International Journal of …, 2022 - World Scientific
3D human pose estimation describes estimating 3D articulation structure of a person from
an image or a video. The technology has massive potential because it can enable tracking …

Human Modelling and Pose Estimation Overview

P Knap - arXiv preprint arXiv:2406.19290, 2024 - arxiv.org
Human modelling and pose estimation stands at the crossroads of Computer Vision,
Computer Graphics, and Machine Learning. This paper presents a thorough investigation of …

A Survey of Recent Advances on Two-Step 3D Human Pose Estimation

JRR Manesco, AN Marana - Brazilian Conference on Intelligent Systems, 2022 - Springer
Human pose estimation in images is an important and challenging problem in Computer
Vision. Currently, methods that employ deep learning techniques excel in the task of 2D …

Optimising 2D Pose Representations: Improving Accuracy, Stability and Generalisability Within Unsupervised 2D-3D Human Pose Estimation

PTD Hardy, S Dasmahapatra, H Kim - Proceedings of the 20th ACM …, 2023 - dl.acm.org
This paper investigated pose representation within the field of unsupervised 2D-3D human
pose estimation (HPE). All current unsupervised 2D-3D HPE approaches provide the entire …

3D Human Pose Estimation via Spatio-Temporal Matching from Monocular RGB Images

J Yan, ML Zhou, B Fang, K Xu - International Journal of Pattern …, 2022 - World Scientific
Three-dimensional (3D) human pose estimation aims to locate 3D keypoints of individuals
from given input RGB images. For two-dimensional (2D) human pose estimation problems …

Optimising 2D Pose Representation: Improve Accuracy, Stability and Generalisability Within Unsupervised 2D-3D Human Pose Estimation

P Hardy, S Dasmahapatra, H Kim - arXiv preprint arXiv:2209.00618, 2022 - arxiv.org
This paper addresses the problem of 2D pose representation during unsupervised 2D to 3D
pose lifting to improve the accuracy, stability and generalisability of 3D human pose …

An investigation in unsupervised 2D To 3D human pose estimation

PTD Hardy - 2024 - eprints.soton.ac.uk
3D human pose estimation is a highly evolving area of research within computer vision with
numerous real-world applications such as animation, human-robot interaction and security …

Generation of pedestrian pose structures using generative adversarial networks

J Spooner, M Cheah, V Palade… - 2019 18th IEEE …, 2019 - ieeexplore.ieee.org
The safety of vulnerable road users is of paramount importance as transport moves towards
fully automated driving. The richness of real-world data required for testing autonomous …