From point to space: 3D moving human pose estimation using commodity WiFi

Y Wang, L Guo, Z Lu, X Wen, S Zhou… - IEEE Communications …, 2021 - ieeexplore.ieee.org
In this letter, we present Wi-Mose, the first 3D moving human pose estimation system using
commodity WiFi. Previous WiFi-based works have achieved 2D and 3D pose estimation …

GoPose: 3D human pose estimation using WiFi

Y Ren, Z Wang, Y Wang, S Tan, Y Chen… - Proceedings of the ACM …, 2022 - dl.acm.org
This paper presents GoPose, a 3D skeleton-based human pose estimation system that uses
WiFi devices at home. Our system leverages the WiFi signals reflected off the human body …

Seeing the unseen: Wifi-based 2D human pose estimation via an evolving attentive spatial-Frequency network

YC Chen, ZK Huang, L Pang, JY Jiang-Lin… - Pattern Recognition …, 2023 - Elsevier
Camera-based human pose estimation has become popular due to its wide applications
and easy implementation. However, it is not applicable under several circumstances such as …

Densepose from wifi

J Geng, D Huang, F De la Torre - arXiv preprint arXiv:2301.00250, 2022 - arxiv.org
Advances in computer vision and machine learning techniques have led to significant
development in 2D and 3D human pose estimation from RGB cameras, LiDAR, and radars …

Through-wall human pose estimation using radio signals

M Zhao, T Li, M Abu Alsheikh, Y Tian… - Proceedings of the …, 2018 - openaccess.thecvf.com
This paper demonstrates accurate human pose estimation through walls and occlusions. We
leverage the fact that wireless signals in the WiFi frequencies traverse walls and reflect off …

MobiPose: Real-time multi-person pose estimation on mobile devices

J Zhang, D Zhang, X Xu, F Jia, Y Liu, X Liu… - Proceedings of the 18th …, 2020 - dl.acm.org
Human pose estimation is a key technique for many vision-based mobile applications. Yet
existing multi-person pose-estimation methods fail to achieve a satisfactory user experience …

Towards 3D human pose construction using WiFi

W Jiang, H Xue, C Miao, S Wang, S Lin, C Tian… - Proceedings of the 26th …, 2020 - dl.acm.org
This paper presents WiPose, the first 3D human pose construction framework using
commercial WiFi devices. From the pervasive WiFi signals, WiPose can reconstruct 3D …

3D human pose estimation with single image and inertial measurement unit (IMU) sequence

L Liu, J Yang, Y Lin, P Zhang, L Zhang - Pattern Recognition, 2024 - Elsevier
Three-dimensional human pose estimation plays an important role in the field of computer
vision, such as in healthcare, sports, activity recognition, motion capture, and augmented …

RFPose-OT: RF-based 3D human pose estimation via optimal transport theory

C Yu, D Zhang, Z Wu, Z Lu, C Xie, Y Hu… - Frontiers of Information …, 2023 - Springer
This paper introduces a novel framework, ie, RFPose-OT, to enable three-dimensional (3D)
human pose estimation from radio frequency (RF) signals. Different from existing methods …

RPM 2.0: RF-Based Pose Machines for Multi-Person 3D Pose Estimation

C Xie, D Zhang, Z Wu, C Yu, Y Hu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Advanced human sensing technologies based on radio frequency (RF) signals have gained
widespread attention in recent years. However, due to the sparsity and incompleteness of …