DarkVesselNet: Multi-Modal Remote Sensing and Trajectory Reasoning for Dark Vessel Detection
Researchers have developed DarkVesselNet, a novel system designed to detect "dark vessels"—ships that do not transmit their location via Automatic Identification System (AIS). This multi-modal approach integrates data from Sentinel-1 radar and Sentinel-2 optical imagery with geospatial foundation models and AIS trajectory reasoning. The system aims to improve maritime surveillance by combining satellite observations with vessel movement data and anomaly detection techniques. AI
IMPACT This system could enhance maritime security and regulatory compliance by improving the detection of non-compliant vessels.