SARES-DEIM: Sparse Mixture-of-Experts Meets DETR for Clutter-Aware SAR Ship Detection
SARES-DEIM is a new framework for detecting ships in SAR imagery, tackling issues like speckle noise and clutter. It combines a DETR structure with a Mixture-of-Experts module that intelligently routes features to specialized experts based on frequency and wavelet analysis. This approach, enhanced by a Space-to-Depth Enhancement Pyramid neck, significantly improves detection accuracy and robustness in challenging maritime environments.