Dual-Scale Doppler Attention for Human Identification

Dual-Scale Doppler Attention for Human Identification

This paper considers a Deep Convolutional Neural Network (DCNN) with an attention mechanism referred to as Dual-Scale Doppler Attention (DSDA) for human identification given a micro-Doppler (MD) signature induced as input. The MD signature includes unique gait characteristics by different sized body...

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Bibliographic Details
Main Authors: Sunjae Yoon, Dahyun Kim, Ji Woo Hong, Junyeong Kim, Chang D. Yoo
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Sensors
Subjects:
deep learning
human identification
micro-Doppler radar
fine-grained feature analysis
Online Access:https://www.mdpi.com/1424-8220/22/17/6363

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https://www.mdpi.com/1424-8220/22/17/6363

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