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.
A comprehensive survey of research towards ai-enabled unmanned aerial systems in pre-, active-, and post-wildfire manage- ment,
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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.