Quan Qian

Breaking the dilemma of trajectory imbalance and sample scarcity: A Multi-Behavior Prototype Siamese Network for vessel type recognition

Vessel type recognition is at the core of intelligent maritime monitoring. Real-world AIS datasets follow a long-tailed distribution, giving rise to two coupled challenges: class imbalance and sample scarcity in minority vessel categories. Samples from majority classes dominate t...