FlowForm is a diffusion model that adds shallow-water-equation penalties and terrain-conditioned adapters to synthesize flood satellite images, and reports top scores on a new 10,000-pair dataset.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing , volume=
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FlowForm: Synergizing Fluid Physics with Topological Consistency for Satellite Flood Synthesis
FlowForm is a diffusion model that adds shallow-water-equation penalties and terrain-conditioned adapters to synthesize flood satellite images, and reports top scores on a new 10,000-pair dataset.