FlameFinder: Detecting Obscured Flames in Thermal Imagery using Attentive Deep Metric Learning

FlameFinder, a deep metric learning framework, accurately detects RGB-obscured flames using thermal images from firefighter drones during wildfire monitoring. It learns latent flame features from smoke-free thermal-RGB image pairs and identifies flames in smoky thermal patches based on their equivalent thermal-domain distribution.