Konstantinos G. Karantzalos

Synergistic Use of Sentinel-1, Sentinel-2, & EnMAP Data towards Advancing Agricultural Monitoring in Greece

Accurate and frequently updated land cover and crop type maps are essential for environmental monitoring, agricultural management, and informed decision-making. While multi-temporal SAR and multispectral data from various satellite sensors have been widely assessed towards this e...

Vision-AI-driven dilemma zone modelling for driver behaviour prediction

Driver behaviour in the dilemma zone critically influences red-light violations and intersection safety. This study presents a scalable Vision-AI and deep learning framework modelling driver decisions based on vehicle type, speed, acceleration, lane occupation, and signal distanc...