A Study on 3D Human Pose Estimation Using Through-Wall IR-UWB Radar and Transformer

A Study on 3D Human Pose Estimation Using Through-Wall IR-UWB Radar and Transformer

In this paper, we propose a human pose estimation algorithm for an impulse radio ultra-wideband (IR-UWB) radar based on the transformer-based deep learning model. We have built an IR-UWB radar system with an 8-by-8 multiple-input multiple-output (MIMO) antenna array. The IR-UWB radar system in our p...

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Bibliographic Details
Main Authors: Gon Woo Kim, Sang Won Lee, Ha Young Son, Kae Won Choi
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
IR-UWB radar
MIMO
attention
transformer
keypoint detection
pose estimation
Online Access:https://ieeexplore.ieee.org/document/10041888/

Internet

https://ieeexplore.ieee.org/document/10041888/

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