A Multiscale Attention Mechanism Based Vehicle Re-Identification

Lifang Du,Chaoshun Yu,Cong Shuai,Xinlong Liu,Jianxi Yang,Yufan Zhang

2021 7th International Conference on Systems and Informatics (ICSAI)（2021）

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摘要

Vehicle re-identification is effected by the vehicle appearance feature, especially for the illumination variation, line of sight occlusion, and image angle change. To solve this problem, a vehicle feature extraction approach based on multi-scale fusion attention mechanism is proposed. First, ResNet-50 is used as backbone network to strengthen the extraction of more discriminative local feature. S...

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Lighting,Feature extraction,Entropy,Data mining,Informatics

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