A pre-trained Earth Observation diffusion model generates realistic post-wildfire Sentinel-2 imagery from burn masks via inpainting, achieving Burn IoU 0.456 and improved saliency over full generation.
Brent Venable, and Derek Morgan
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Generating Satellite Imagery Data for Wildfire Detection through Mask-Conditioned Generative AI
A pre-trained Earth Observation diffusion model generates realistic post-wildfire Sentinel-2 imagery from burn masks via inpainting, achieving Burn IoU 0.456 and improved saliency over full generation.