Metafi++: Wifi-enabled transformer-based human pose estimation for metaverse avatar simulation

Y Zhou, H Huang, S Yuan, H Zou… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
In the metaverse, digital avatar plays an important role in representing human beings for
various interaction with virtual objects and environments, which puts a high demand on …

MetaFi: Device-free pose estimation via commodity WiFi for metaverse avatar simulation

J Yang, Y Zhou, H Huang, H Zou… - 2022 IEEE 8th World …, 2022 - ieeexplore.ieee.org
Avatar refers to a representative of a physical user in the virtual world that can engage in
different activities and interact with other objects in metaverse. Simulating the avatar …

Fusing wearable imus with multi-view images for human pose estimation: A geometric approach

Z Zhang, C Wang, W Qin… - Proceedings of the IEEE …, 2020 - openaccess.thecvf.com
We propose to estimate 3D human pose from multi-view images and a few IMUs attached at
person's limbs. It operates by firstly detecting 2D poses from the two signals, and then lifting …

Toward fast and accurate human pose estimation via soft-gated skip connections

A Bulat, J Kossaifi, G Tzimiropoulos… - 2020 15th IEEE …, 2020 - ieeexplore.ieee.org
This paper is on highly accurate and highly efficient human pose estimation. Recent works
based on Fully Convolutional Networks (FCNs) have demonstrated excellent results for this …

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 …

Uplift and upsample: Efficient 3d human pose estimation with uplifting transformers

M Einfalt, K Ludwig, R Lienhart - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
The state-of-the-art for monocular 3D human pose estimation in videos is dominated by the
paradigm of 2D-to-3D pose uplifting. While the uplifting methods themselves are rather …

Embodied scene-aware human pose estimation

Z Luo, S Iwase, Y Yuan, K Kitani - Advances in Neural …, 2022 - proceedings.neurips.cc
We propose embodied scene-aware human pose estimation where we estimate 3D poses
based on a simulated agent's proprioception and scene awareness, along with external third …

MobileHumanPose: Toward real-time 3D human pose estimation in mobile devices

S Choi, S Choi, C Kim - … of the IEEE/CVF conference on …, 2021 - openaccess.thecvf.com
Currently, 3D pose estimation methods are not compatible with a variety of low
computational power devices because of efficiency and accuracy. In this paper, we revisit a …

Uncertainty-aware 3d human pose estimation from monocular video

J Zhang, Y Chen, Z Tu - Proceedings of the 30th ACM International …, 2022 - dl.acm.org
Estimating the 3D human pose from the monocular video is challenging mainly due to the
depth ambiguity and inaccurate 2D detected keypoints. To quantify the depth uncertainty of …

Whole-body human pose estimation in the wild

S Jin, L Xu, J Xu, C Wang, W Liu, C Qian… - Computer Vision–ECCV …, 2020 - Springer
This paper investigates the task of 2D human whole-body pose estimation, which aims to
localize dense landmarks on the entire human body including face, hands, body, and feet …