A Machine Learning Approach to Waterbody Segmentation in Thermal Infrared Imagery in Support of Tactical Wildfire Mapping

Keyphrases

• Balanced Accuracy 16%
• Combustion 33%
• Computer Vision Applications 16%
• Computer Vision Techniques 16%
• Deep Learning Methods 16%
• F1 Score 16%
• Filter Method 16%
• GIS-based 16%
• Machine Learning Approach 100%
• Nighttime 16%
• Normalization Method 16%
• Random Forest Classifier 33%
• Random Forest Method 16%
• Segmentation Method 16%
• Thermal Imagery 33%
• Thermal Infrared 16%
• Thermal Infrared Image 16%
• Thermal Infrared Imagery 100%
• Training Data 16%
• Training Set 16%
• Unsupervised Segmentation 16%
• Water Area Segmentation 100%
• Water Bodies 66%
• Wildfire 100%

Earth and Planetary Sciences

• Computer Vision 100%
• Machine Learning 100%
• Real Time 100%