Through-wall Human Pose Reconstruction and Action Recognition Using Four-dimensional Imaging Radar

Through-wall Human Pose Reconstruction and Action Recognition Using Four-dimensional Imaging Radar

Through-wall human pose reconstruction and behavior recognition have enormous potential in fields like intelligent security and virtual reality. However, existing methods for through-wall human sensing often fail to adequately model four-Dimensional (4D) spatiotemporal features and overlook the infl...

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Bibliographic Details
Main Authors: Rui ZHANG, Hanqin GONG, Ruiyuan SONG, Yadong LI, Zhi LU, Dongheng ZHANG, Yang HU, Yan CHEN
Format: Article
Language:English
Published: China Science Publishing & Media Ltd. (CSPM) 2025-02-01
Series:Leida xuebao
Subjects:
through-wall
human pose estimation
activity recognition
rf sensing
deep learning
Online Access:https://radars.ac.cn/cn/article/doi/10.12000/JR24132
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