Sonar Foundational Model for Representation Learning and Automatic Target Recognition Systems in Underwater Maritime Environment

Advances in deep learning have not yet led to a practical revolution in underwater Automatic Target Recognition using passive sonar, in contrast to deep learning's success in other application domains. This is at least in part because the diversity and complexity of sonar data combined with relatively limited datasets has not yet led to deep…