Cross-Dataset Transfer and Unknown-Class Detection in Imbalanced SAR Ship Classification
Six pretrained models on two SAR ship datasets are evaluated in in-domain classification, cross-dataset transfer, and unknown-class detection, showing that cross-dataset generalization in SAR remains limited and that task-specific uncertainty scores are often more informative than MC-dropout variance for held-out-class...
Ch Muhammad Awais, M. Reggiannini, Davide Moroni et al.
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