A Novel Deep Learning Model for Human Skeleton Estimation Using FMCW Radar

A Novel Deep Learning Model for Human Skeleton Estimation Using FMCW Radar

Human skeleton estimation using Frequency-Modulated Continuous Wave (FMCW) radar is a promising approach for privacy-preserving motion analysis. However, the existing methods struggle with sparse radar point cloud data, leading to inaccuracies in joint localization. To address this challenge, we pro...

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Bibliographic Details
Main Authors: Parma Hadi Rantelinggi, Xintong Shi, Mondher Bouazizi, Tomoaki Ohtsuki
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Sensors
Subjects:
FMCW radar
human motion analysis
multi-head attention
point cloud
skeleton detection
Online Access:https://www.mdpi.com/1424-8220/25/13/3909
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