CSM-SR: Conditional Structure-Informed Multi-Scale GAN for Scientific Image Super-Resolution
High-resolution image reconstruction is essential in scientific imaging, where preserving structural details directly affects downstream analysis. While Generative Adversarial Networks (GANs) have significantly improved single image super-resolution (SISR), existing approaches often fail to preserve fine structural inf...