In recent years, unmanned aerial vehicles (UAVs) have gained significant interest for multi-target tracking, particularly in surveillance, search and rescue, and environmental monitoring. This thesis focuses on tracking multiple ground targets using a UAV equipped with a steerable, variable focal le...