By incorporating “negative samples” at multiple scales and utilizing hierarchical, heterogeneous feature discrimination, NSB-H2GAN more effectively captures the unique features of each patch, leading ...

In this work, we propose a novel Hierarchical Selective Fusion Mamba Network (HSFMamba) for optics-guided joint super-resolution and denoising of SAR images, which simultaneously addresses resolution ...