The authors demonstrate a two-stage ControlNet and latent upscaling pipeline that converts 80 cm TerraSAR-X and simulated SAR images into 40 cm airborne-like SAR images, based on a 110,000-image ONERA dataset.
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From Spaceborne to Airborne: SAR Image Synthesis Using Foundation Models for Multi-Scale Adaptation
The authors demonstrate a two-stage ControlNet and latent upscaling pipeline that converts 80 cm TerraSAR-X and simulated SAR images into 40 cm airborne-like SAR images, based on a 110,000-image ONERA dataset.