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Ppt: token-pruned pose transformer for monocular and multi-view human pose estimation
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 …
in both monocular and multi-view human pose estimation. Considering image patches as …
Faster voxelpose: Real-time 3d human pose estimation by orthographic projection
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 …
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 …
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
Existing deep learning-based human mesh reconstruction approaches have a tendency to
build larger networks to achieve higher accuracy. Computational complexity and model size …
build larger networks to achieve higher accuracy. Computational complexity and model size …
GTPT: Group-based Token Pruning Transformer for efficient human pose estimation
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 …
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
Human pose estimation (HPE), particularly multiperson pose estimation (MPPE), has been
applied in many domains, such as human–machine systems. However, the current MPPE …
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
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 …
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 …
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 …
computer interaction. We propose a pose refinement network for refining human pose …
Mobile Gait Analysis
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 …
analysis available on smart devices. The alternative may serve as a baseline for future …