Ppt: token-pruned pose transformer for monocular and multi-view human pose estimation

H Ma, Z Wang, Y Chen, D Kong, L Chen, X Liu… - … on Computer Vision, 2022 - Springer
Recently, the vision transformer and its variants have played an increasingly important role
in both monocular and multi-view human pose estimation. Considering image patches as …

Faster voxelpose: Real-time 3d human pose estimation by orthographic projection

H Ye, W Zhu, C Wang, R Wu, Y Wang - European Conference on …, 2022 - Springer
While the voxel-based methods have achieved promising results for multi-person 3D pose
estimation from multi-cameras, they suffer from heavy computation burdens, especially for …

FastNet: Fast high-resolution network for human pose estimation

Y Luo, Z Ou, T Wan, JM Guo - Image and Vision Computing, 2022 - Elsevier
Aiming at the problem of develo** efficient models for human pose estimation algorithms
under computation-limited resources. In this paper, we proposed an efficient high-resolution …

A lightweight graph transformer network for human mesh reconstruction from 2d human pose

C Zheng, M Mendieta, P Wang, A Lu… - Proceedings of the 30th …, 2022 - dl.acm.org
Existing deep learning-based human mesh reconstruction approaches have a tendency to
build larger networks to achieve higher accuracy. Computational complexity and model size …

GTPT: Group-based Token Pruning Transformer for efficient human pose estimation

H Wang, J Liu, J Tang, G Wu, B Xu, Y Chou… - European Conference on …, 2024 - Springer
In recent years, 2D human pose estimation has made significant progress on public
benchmarks. However, many of these approaches face challenges of less applicability in the …

Dir-bhrnet: A lightweight network for real-time vision-based multiperson pose estimation on smartphones

G Lan, Y Wu, Q Hao - IEEE Transactions on Industrial …, 2024 - ieeexplore.ieee.org
Human pose estimation (HPE), particularly multiperson pose estimation (MPPE), has been
applied in many domains, such as human–machine systems. However, the current MPPE …

[KNIHA][B] Computer Vision–ECCV 2022: 17th European Conference, Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part XX

S Avidan, G Brostow, M Cissé, GM Farinella, T Hassner - 2022 - books.google.com
The 39-volume set, comprising the LNCS books 13661 until 13699, constitutes the refereed
proceedings of the 17th European Conference on Computer Vision, ECCV 2022, held in Tel …

IDPNet: a light-weight network and its variants for human pose estimation

H Liu, J Wu, R He - The Journal of Supercomputing, 2024 - Springer
Most previous advanced backbones usually ignore the requirements on real-time and
speed, which are directly affected by model size. In our study, we present a light-weight …

JCN: Joint Constraint-Based Human Pose Refinement Networks

Y Zhang, J Zhao, X Su, H Xu, M ** - IEEE Access, 2024 - ieeexplore.ieee.org
2D human pose estimation has essential applications in traffic prediction and human-
computer interaction. We propose a pose refinement network for refining human pose …

Mobile Gait Analysis

O Agius, A Dingli - International Journal of Semantic Computing, 2023 - World Scientific
This project aims to develop an extension to automated gait analysis that makes gait
analysis available on smart devices. The alternative may serve as a baseline for future …