mmPose-FK: A Forward Kinematics Approach to Dynamic Skeletal Pose Estimation Using mmWave Radars

S Hu, S Cao, N Toosizadeh, J Barton… - IEEE Sensors …, 2024 - ieeexplore.ieee.org
In this article, we propose mmPose-FK, a novel millimeter wave (mmWave) radar-based
pose estimation method that employs a dynamic forward kinematics (FKs) approach to …

RT-Pose: A 4D Radar Tensor-based 3D Human Pose Estimation and Localization Benchmark

YH Ho, JH Cheng, SY Kuan, Z Jiang, W Chai… - arXiv preprint arXiv …, 2024 - arxiv.org
Traditional methods for human localization and pose estimation (HPE), which mainly rely on
RGB images as an input modality, confront substantial limitations in real-world applications …

[HTML][HTML] 基于4D 成像雷达的隔墙人体姿态重建与行为识别研究

张锐, 龚汉钦, 宋瑞源, 李亚东, 卢智, 张东恒, 胡洋… - 雷达学报, 2024 - radars.ac.cn
隔墙人体姿态重建和行为识别在智能安防和虚拟现实等领域具有广泛应用前景. 然而,
现有隔墙人体感知方法通常忽视了对4D 时空特征的建模以及墙体对信号的影响, 针对这些问题 …

radarODE: An ODE-Embedded Deep Learning Model for Contactless ECG Reconstruction from Millimeter-Wave Radar

Y Zhang, R Guan, L Li, R Yang, Y Yue… - arXiv preprint arXiv …, 2024 - arxiv.org
Radar-based contactless cardiac monitoring has become a popular research direction
recently, but the fine-grained electrocardiogram (ECG) signal is still hard to reconstruct from …

AdaptiveFusion: Adaptive Multi-Modal Multi-View Fusion for 3D Human Body Reconstruction

A Chen, X Wang, Z Xu, K Shi, Y Qin, Y Huo… - arXiv preprint arXiv …, 2024 - arxiv.org
Recent advancements in sensor technology and deep learning have led to significant
progress in 3D human body reconstruction. However, most existing approaches rely on data …

Radio Frequency Signal based Human Silhouette Segmentation: A Sequential Diffusion Approach

P Wen, K Hu, D Yuan, Z Ning, C Li, Z Wang - arXiv preprint arXiv …, 2024 - arxiv.org
Radio frequency (RF) signals have been proved to be flexible for human silhouette
segmentation (HSS) under complex environments. Existing studies are mainly based on a …