[HTML][HTML] A systematic review of the application of camera-based human pose estimation in the field of sport and physical exercise

A Badiola-Bengoa, A Mendez-Zorrilla - Sensors, 2021 - mdpi.com
Human Pose Estimation (HPE) has received considerable attention during the past years,
improving its performance thanks to the use of Deep Learning, and introducing new …

[HTML][HTML] Human pose estimation using deep learning: a systematic literature review

E Samkari, M Arif, M Alghamdi… - Machine Learning and …, 2023 - mdpi.com
Human Pose Estimation (HPE) is the task that aims to predict the location of human joints
from images and videos. This task is used in many applications, such as sports analysis and …

[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 …

Human pose estimation using deep learning: review, methodologies, progress and future research directions

P Kumar, S Chauhan, LK Awasthi - International Journal of Multimedia …, 2022 - Springer
Human pose estimation (HPE) has developed over the past decade into a vibrant field for
research with a variety of real-world applications like 3D reconstruction, virtual testing and re …

A comprehensive survey on human pose estimation approaches

S Dubey, M Dixit - Multimedia Systems, 2023 - Springer
The human pose estimation is a significant issue that has been taken into consideration in
the computer vision network for recent decades. It is a vital advance toward understanding …

Human pose estimation: benchmarking deep learning-based methods

M Lovanshi, V Tiwari - 2022 IEEE Conference on …, 2022 - ieeexplore.ieee.org
Human posture estimation (HPE) aims to detect human body parts and generate a
demonstration of the human body with incoming data such as images and video. HPE has …

Vision-based human pose estimation via deep learning: A survey

G Lan, Y Wu, F Hu, Q Hao - IEEE Transactions on Human …, 2022 - ieeexplore.ieee.org
Human pose estimation (HPE) has attracted a significant amount of attention from the
computer vision community in the past decades. Moreover, HPE has been applied to various …

The progress of human pose estimation: A survey and taxonomy of models applied in 2D human pose estimation

TL Munea, YZ Jembre, HT Weldegebriel, L Chen… - IEEE …, 2020 - ieeexplore.ieee.org
Human pose estimation localizes body keypoints to accurately recognizing the postures of
individuals given an image. This step is a crucial prerequisite to multiple tasks of computer …

2D Human pose estimation: A survey

H Chen, R Feng, S Wu, H Xu, F Zhou, Z Liu - Multimedia systems, 2023 - Springer
Human pose estimation aims at localizing human anatomical keypoints or body parts in the
input data (eg, images, videos, or signals). It forms a crucial component in enabling …

Deep learning based 2d human pose estimation: A survey

Q Dang, J Yin, B Wang, W Zheng - Tsinghua Science and …, 2019 - ieeexplore.ieee.org
Human pose estimation has received significant attention recently due to its various
applications in the real world. As the performance of the state-of-the-art human pose …