Building Detection in Rural Areas
Centroid-based patch extraction + UNet models on 25 cm orthophotos — high accuracy while reducing training time.
Persistent Scatterer InSAR-Based Deformation Analysis of Kathmandu Valley (2022–2025)
This project analyzes ground deformation in the Kathmandu Valley between 2022 and 2025 using Persistent Scatterer InSAR (PS-InSAR) techniques applied to satellite radar data. The study identifies areas of land subsidence or uplift to support urban planning, hazard monitoring, and infrastructure management.
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.