Robust Hand Gesture Recognition Using a Deformable Dual-Stream Fusion Network Based on CNN-TCN for FMCW Radar

Robust Hand Gesture Recognition Using a Deformable Dual-Stream Fusion Network Based on CNN-TCN for FMCW Radar

Hand Gesture Recognition (HGR) using Frequency Modulated Continuous Wave (FMCW) radars is difficult because of the inherent variability and ambiguity caused by individual habits and environmental differences. This paper proposes a deformable dual-stream fusion network based on CNN-TCN (DDF-CT) to so...

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Bibliographic Details
Main Authors: Meiyi Zhu, Chaoyi Zhang, Jianquan Wang, Lei Sun, Meixia Fu
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Sensors
Subjects:
millimeter-wave sensors
frequency-modulated continuous-wave radar
deep learning
gesture recognition
Online Access:https://www.mdpi.com/1424-8220/23/20/8570

Internet

https://www.mdpi.com/1424-8220/23/20/8570

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