96 citations · 233 across the 6 of their papers we have counts for
3 papers · 1 filter
Multi-class segmentation under severe class imbalance: A case study in roof damage assessment
Jean-Baptiste Boin, Nat Roth, Jigar Doshi +2
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…
xBD: A Dataset for Assessing Building Damage from Satellite Imagery
Ritwik Gupta, Richard Hosfelt, Sandra Sajeev +6
We present xBD, a new, large-scale dataset for the advancement of change detection and building damage assessment for humanitarian assistance and disaster recovery research. Natura…
FireNet: Real-time Segmentation of Fire Perimeter from Aerial Video
Jigar Doshi, Dominic Garcia, Cliff Massey +5
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…