As vehicles become more sophisticated, they rely on effective sensing to allow the automated systems to assist drivers and, ultimately, to fully control them. While many different types of sensor are being deployed, non-contact sensing is one of the most important as it allows sensing of the vehicle’s environment, facilitating object avoidance and more. However, a recent focus has been put on in-cabin sensing of vehicle occupants for safety reasons.