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 …

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 …

A Review and Tutorial on Machine Learning-Enabled Radar-Based Biomedical Monitoring

D Krauss, L Engel, T Ott, J Bräunig… - IEEE Open Journal …, 2024 - ieeexplore.ieee.org
Radio detection and ranging-based (radar) sensing offers unique opportunities for
biomedical monitoring and can help overcome the limitations of currently established …

PRISM: Pre-training RF Signals in Sparsity-aware Masked Autoencoders

L Fang, R Song, Z Lu, D Zhang, Y Hu… - … -IEEE Conference on …, 2024 - ieeexplore.ieee.org
This paper introduces a novel paradigm for learning-based RF sensing, termed Pre-training
RF signals In Sparsity-aware Masked autoencoders (PRISM), which shifts the RF sensing …

[PDF][PDF] 单通道超宽带雷达人体姿态增量估计技术

李柯蒙, 戴永鹏, 宋勇平, 周小龙, 宋永坤, 金添 - Journal of Radars, 2024 - radars.ac.cn
该文针对光学与雷达传感器融合人体姿态估计研究, 基于连续时间微动累积量与姿态增量的物理
对应关系, 提出了一种单通道超宽带雷达人体姿态增量估计方案. 具体来说 …

A Passive Back Posture Monitoring System Using Orthogonal RFID Design

H Zhao, MIM Esfahani, S Krishnan… - IEEE Sensors …, 2024 - ieeexplore.ieee.org
Continuous back posture monitoring and correction can help to prevent back pains
associated with improper back postures. However, existing solutions are expensive, use …

MDST: 2D Human Pose Estimation for SISO UWB Radar based on Micro-Doppler Signature via Cascade and Parallel Swin Transformer

X Zhou, T Jin, Y Dai, Y Song, K Li… - IEEE Sensors …, 2024 - ieeexplore.ieee.org
This paper introduces the Human Pose Estimation based on the Single-Input Single-Output
(SISO) Ultra-Wideband (UWB) Radar (HPSUR) benchmark, a pioneering approach in …

Advancing Gesture Recognition with Millimeter Wave Radar

I Bamunusinghe Arachchige - 2023 - unsworks.unsw.edu.au
Wireless sensing has attracted significant interest over the years, and with the dawn of
emerging technologies, it has become more integrated into our daily lives. Among the …

[HTML][HTML] Author Desk

R POLICY - Universitas, 2024 - ijmra.in
Background: Megaloblastic anemia is a generative macrocytic anemia characterized by
nuclear dysmaturity and the nucleus immature appearance in comparison to the cytoplasm …

[PDF][PDF] Real-time Pose Estimation for Mobile Devices: A Review

PV Opiña Jr, AC Fajardo - ijmra.in
Human pose estimation (HPE) is a critical computer vision task that underpins various
applications such as motion analysis and human-computer interaction. Deep learning has …