RPM: RF-based pose machines

C Xie, D Zhang, Z Wu, C Yu, Y Hu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Radio-frequency (RF) based human sensing technologies, due to their great practical value
in various applications and privacy-preserving nature, have gained tremendous attention in …

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 …

isense: Enabling radar sensing under mutual device interference

S Yang, D Zhang, Y Li, Y Hu, Q Sun… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Millimeter-wave (mmWave) radar has been widely used in wireless sensing due to its non-
contact nature, privacy preservation, and immunity to adverse lighting conditions. However …

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 …

Mobirfpose: Portable rf-based 3d human pose camera

C Yu, D Zhang, Z Wu, C Xie, Z Lu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Existing RF-based human pose estimation methods usually require intensive computations
and cannot meet the real-time processing and portability requirements for mobile devices …

[HTML][HTML] Non-contact multimodal indoor human monitoring systems: A survey

P Susarla, A Mukherjee, ML Cañellas, CÁ Casado… - Information …, 2024 - Elsevier
Indoor human monitoring systems are integral in various applications. They leverage a wide
range of sensors, including cameras, radio devices, and inertial measurement units, to …

Accurate human pose estimation using RF signals

C Xie, D Zhang, Z Wu, C Yu, Y Hu… - 2022 IEEE 24th …, 2022 - ieeexplore.ieee.org
Radio-frequency (RF) based human sensing technologies, due to their great practical value
in various applications and privacy-preserving nature, have gained tremendous attention in …

Practical Passive Indoor Localization With Intelligent Reflecting Surface

G Zhang, D Zhang, H Deng, Y Wu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Intelligent reflecting surface has gained significant attention for supporting integrated
sensing and communication (ISAC) by manipulating wireless signals. However, existing IRS …

Consistent GT-Proposal Assignment for Challenging Pedestrian Detection

Y Luo, M Zhao, J Sun, G Zhai… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Accurate pedestrian classification and localization has garnered significant attention due to
their extensive applications in various multimedia applications such as security monitoring …

RF-based Multi-view Pose Machine for Multi-Person 3D Pose Estimation

C Xie, D Zhang, Z Wu, C Yu, Y Hu… - … on Multimedia and …, 2023 - ieeexplore.ieee.org
In this paper, we present RF-based Multi-view Pose machine (RF-MvP) for multi-person 3D
pose estimation using RF signals. Specifically, we first develop a lightweight anchor-free …