There is a growing number of government initiatives worldwide, seeking to leverage imaging systems such as CCTV cameras in conjunction with the emerging and increasingly more accurate and efficient facial recognition technologies in mass surveillance schemes – the monitoring and intricate surveillance of an entire or a significant fraction of a population of citizens.