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View article: Multi-class segmentation under severe class imbalance: A case study in roof damage assessment
Multi-class segmentation under severe class imbalance: A case study in roof damage assessment Open
The task of roof damage classification and segmentation from overhead imagery presents unique challenges. In this work we choose to address the challenge posed due to strong class imbalance. We propose four distinct techniques that aim at …
View article: FireNet: Real-time Segmentation of Fire Perimeter from Aerial Video
FireNet: Real-time Segmentation of Fire Perimeter from Aerial Video Open
In this paper, we share our approach to real-time segmentation of fire perimeter from aerial full-motion infrared video. We start by describing the problem from a humanitarian aid and disaster response perspective. Specifically, we explain…