Search Results - Guohao Xie
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Leveraging Prior Knowledge in Semi-Supervised Learning for Precise Target Recognition
Published 2025-07-01Get full textUnderwater acoustic target recognition (UATR) is challenged by complex marine noise, scarce labeled data, and inadequate multi-scale feature extraction in conventional methods. This study proposes DART-MT, a semi-supervised framework that integrates a Dual Attention Parallel Residual Network Transfo...
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Optimization Strategy for Underwater Target Recognition Based on Multi-Domain Feature Fusion and Deep Learning
Published 2025-07-01Get full textUnderwater 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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