Jeff Neal

Parameter-efficient fine-tuning of SAM for SAR flood mapping: comparative performance and encoder–decoder representation analysis

Synthetic aperture radar (SAR) enables flood mapping under cloud and adverse weather, but segmentation remains challenging across heterogeneous environments. Deep-learning models can improve flood delineation, yet their dependence on task-specific training data limits transfer ac...