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Diffusion-Model-Based Data Augmentation for Target Detection in Side-Scan Sonar Images

Side-scan sonar images play an important role in underwater target detection, seabed mapping, and marine environment monitoring. However, the performance of deep learning-based detectors is often limited by the small scale of available sonar datasets, the high cost of data acquisition, and class imb...

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Autors principals: Yuanxu Yang, Tao Zhang
Format: Artigo
Idioma:Inglês
Publicat: MDPI AG 2026-07-01
Col·lecció:Remote Sensing
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Accés en línia:https://www.mdpi.com/2072-4292/18/13/2193
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