A physics-informed Deep Learning framework (Mamba/Swin-UNet) for Sentinel-1 SAR imagery denoising and speckle suppression. Features unsupervised refinement and multi-task learning.
computer-vision deep-learning pytorch remote-sensing unet sar earth-observation denoising sentinel-1 physics-informed swin-transformer speckle-reduction mamba-ssm
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Updated
Dec 22, 2025 - Python