Yasin Yilmaz

Mix&Fix-Net: A dual-stage trajectory prediction model for AIS and vision-derived vessel data

Vessel trajectory prediction is critical for maritime safety and accident prevention. While most existing trajectory prediction models rely on Automatic Identification System (AIS) data due to its precision and availability, small vessels mostly operate without AIS, resulting in a significant monitoring gap. To address...