SAM-TIFF trains an RGB-only model to segment fire and estimate per-pixel temperatures, reaching about 68% of fire pixels within 25°C of radiometric ground truth on FLAME 3.
Flame 3 - radiometric thermal uav imagery for wildfire management,
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Seeing Heat with Color -- RGB-Only Wildfire Temperature Inference from SAM-Guided Multimodal Distillation using Radiometric Ground Truth
SAM-TIFF trains an RGB-only model to segment fire and estimate per-pixel temperatures, reaching about 68% of fire pixels within 25°C of radiometric ground truth on FLAME 3.