trajectory prediction

AI Assets related to #trajectory prediction

ML Model

Maritime Route Prediction for Remote Control Centre Decision Support

A route prediction model geared towards enhancing safety of autonomous ships by supporting remote control center situation awareness.

ML Model

Data driven digital twins for the maritime domain

Digital twins are computational models that replicate the structure, behaviour and overall characteristics of a physical asset in the digital world. In the maritime domain, conventional approaches have relied on mathematical modeling (e.g., linearised equ...

Examples of generated trajectories. Two different users (rows) have close past trajectories for the same timestamp t = 8sec. of the same video DroneFlight (MMSys18 dataset), but their future trajectories are significantly different. Predicting only one future (left column) does not enable good prediction of both futures, while predicting multiple (right column) does.

ML Model

DVMS

Discrete Variational Multiple Sequence (DVMS) learning framework for the prediction of 360° head movements