Privacy enablement in a surveillance system

This paper presents mechanisms for privacy protection in a distributed, multicamera surveillance system. The design choices and alternatives for providing privacy protection while delivering meaningful surveillance data for security and retail environments are described, followed by performance metrics to evaluate the effectiveness of privacy protection measures and experiments to evaluate these in retail store video. The paper concludes with a discussion including five principles for data presentation of privacy protection systems.