Synthetic aperture radar (SAR) image processing is a technically complex task that involves transforming raw data into usable products for specific applications, including advanced artificial intelligence (AI) systems. Due to the nature of SAR images, which are formed from reflected radar signals, processing must address challenges such as noise, geometric distortions, and polarimetric interpretation. In…