GeoTrackNet—A Maritime Anomaly Detector Using Probabilistic Neural Network Representation of AIS Tracks and A Contrario Detection

Representing maritime traffic patterns and detecting anomalies from them are key to vessel monitoring and maritime situational awareness. We propose a novel approach—referred to as GeoTrackNet —for maritime anomaly detection from AIS data streams. Our model exploits state-of-the-art neural network s... View More