Optimizing partial receiver operating characteristic curve via curriculum learning and Neyman-Pearson criterion for robust underwater acoustic target detection.

This paper addresses the challenge of underwater acoustic target detection, a critical task in marine monitoring and passive sonar systems, which is often hindered by complex noise environments and imbalanced labeled data where the targets appear ver…

Preview only. Read the full abstract at the source