3D Point Cloud from Millimeter-wave Radar for Human Action Recognition: Dataset and Method

3D Point Cloud from Millimeter-wave Radar for Human Action Recognition: Dataset and Method

Millimeter-wave radar is increasingly being adopted for smart home systems, elder care, and surveillance monitoring, owing to its adaptability to environmental conditions, high resolution, and privacy-preserving capabilities. A key factor in effectively utilizing millimeter-wave radar is the analysi...

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Bibliographic Details
Main Authors: Biao JIN, Kangsheng SUN, Hao WU, Zixuan LI, Zhenkai ZHANG, Yan CAI, Rongmin LI, Xiangqun ZHANG, Genyuan DU
Format: Article
Language:English
Published: China Science Publishing & Media Ltd. (CSPM) 2025-02-01
Series:Leida xuebao
Subjects:
human action recognition (har)
millimeter-wave radar
3d point cloud
deep learning
convolutional neural networks (cnn)
Online Access:https://radars.ac.cn/cn/article/doi/10.12000/JR24195
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https://radars.ac.cn/cn/article/doi/10.12000/JR24195

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