Ke-Hao Bao

Vessel Trajectory Deviation Detection Using a Temporal-Attention LSTM Autoencoder

Abnormal vessel trajectories are critical indicators of potential collision risks, illegal navigation behaviors, and unexpected route deviations. This study uses labelled Automatic Identification System (AIS) trajectories from Danish waters to examine a Long Short-Term Memory (LSTM) autoencoder with temporal attention...