Six themes, one discipline
Since 2017 the group has built AI × remote sensing foundations on satellite radar — now powering applications in agriculture, wildfire and multi-modal perception, from research to real deployments.
Earth Observation
Wide-area ground monitoring from space. Satellite radar becomes trust-scored movement signals, watching roads, rail, dams, mines and critical infrastructure.
Agriculture & Environment
From pasture health and rice mapping to wildfire risk. AI on satellite and drone sensing in service of food, land and environment.
Autonomy & Perception
Multi-modal perception for platforms that sense on the move. Thermal-RGB fusion for detection and monitoring, from satellite to drone to robot.
Dual-Use & Defence
Civilian sensing carried into defence and dual-use contexts, in two streams. Dual-use sensing on one side, and cybersecurity with blockchain-secured data systems on the other.
Health & Tele-medicine
Carrying the group's imaging and AI lineage into medical image analysis and remote, tele-medical sensing: denoising, segmentation, multi-modal fusion, and learning from scarce labels.
Digital Twin & Simulation
Synthetic worlds that train and test sensing AI. InSAR simulators, generative scene data and edge-ready models, moving toward living digital twins of monitored environments.