Building Detection in Rural Areas
Centroid-based patch extraction + UNet models on 25 cm orthophotos — high accuracy while reducing training time.
Sentinel-1 Flood Mapping
Refined Lee speckle filtering & thresholding for robust water detection during flood events.
Burn Area Detection with ENVI GSF
Automated ENVI GSF task to detect burn areas using pre/post imagery efficiently.
LiDAR Urban Mapping
High-resolution 3D mapping of urban areas for infrastructure planning and development.
SAR-Based Flood Monitoring
Real-time flood monitoring and analysis using Synthetic Aperture Radar technology.
Hyperspectral Vegetation Analysis
Assessing vegetation health and biodiversity using hyperspectral imaging techniques.