Maritime surveillance: Tracking ships inside a dynamic background using a fast level-set

► Existing vision-based tracking methods are not suitable for the maritime domain. ► We derive a suitable tracking method by combining and modifying existing methods. ► Our method can track tiny targets. ► Our method is validated on several test sequences and two live field trials.