Title :
Privacy Protection in Video Surveillance Systems Using Scalable Video Coding
Author :
Sohn, Hosik ; AnzaKu, Esla T. ; De Neve, Wesley ; Ro, Yong Man ; Plataniotis, Konstantinos N.
Author_Institution :
Dept. of Electr. Eng., Korea Adv. Inst. of Sci. & Technol. (KAIST), Daejeon, South Korea
Abstract :
Thanks to high-speed Internet access and feature-rich mobile devices, the demand for ubiquitous and secure surveillance systems has increased. In this paper, we propose a privacy-protected video surveillance system that makes use of scalable video coding (SVC). SVC can be used to fulfill the requirement of omnipresence. Further, to address privacy concerns, we detect face regions and subsequently scramble these regions-of-interest (ROIs) in the compressed domain. To demonstrate the feasibility of the proposed video surveillance system, simulation results are provided. The results show that our system is able to provide a good level of security, while offering access to surveillance video content in heterogeneous usage environments.
Keywords :
data compression; data privacy; face recognition; video coding; video surveillance; Internet access; compressed domain; face region detection; feature-rich mobile devices; privacy protection; privacy-protected video surveillance system; scalable video coding; security; ubiquitous system; video surveillance systems; Face detection; Humans; Monitoring; Privacy; Protection; Scalability; Static VAr compensators; Video coding; Video compression; Video surveillance; privacy protection; scalable video coding (SVC); video surveillance system;
Conference_Titel :
Advanced Video and Signal Based Surveillance, 2009. AVSS '09. Sixth IEEE International Conference on
Conference_Location :
Genova
Print_ISBN :
978-1-4244-4755-8
Electronic_ISBN :
978-0-7695-3718-4
DOI :
10.1109/AVSS.2009.48