Optimization Strategy for Underwater Target Recognition Based on Multi-Domain Feature Fusion and Deep Learning

Underwater sonar target recognition is crucial in fields such as national defense, navigation, and environmental monitoring. However, it faces issues such as the complex characteristics of ship-radiated noise, imbalanced data distribution, non-stationarity, and bottlenecks of existing technologies....

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Bibliographic Details

Published in:	Journal of Marine Science and Engineering
Main Authors:	Yanyang Lu, Lichao Ding, Ming Chen, Danping Shi, Guohao Xie, Yuxin Zhang, Hongyan Jiang, Zhe Chen
Format:	Article
Language:	English
Published:	MDPI AG 2025-07-01
Subjects:	underwater sonar target recognition multi-domain feature fusion lightweight long sequence modeling complex scene adaptation
Online Access:	https://www.mdpi.com/2077-1312/13/7/1311