000148246 001__ 148246
000148246 005__ 20180913055737.0
000148246 02470 $$2ISI$$a000287977700012
000148246 037__ $$aCONF
000148246 245__ $$aA Framework for the Validation of Privacy Protection Solutions in Video Surveillance
000148246 269__ $$a2010
000148246 260__ $$bIeee Service Center, 445 Hoes Lane, Po Box 1331, Piscataway, Nj 08855-1331 Usa$$c2010
000148246 336__ $$aConference Papers
000148246 490__ $$aIEEE International Conference on Multimedia and Expo
000148246 500__ $$aspecial session on "Privacy-aware Multimedia Surveillance" 
000148246 520__ $$aThe issue of privacy protection in video surveillance has drawn a lot of interest lately. However, thorough performance analysis and validation is still lacking, especially regarding the fulfillment of privacy-related requirements. In this paper, we put forward a framework to assess the capacity of privacy protection solutions to hide distinguishing facial information and to conceal identity. We then conduct rigorous experiments to evaluate the performance of face recognition algorithms applied to images altered by privacy protection techniques. Results show the ineffectiveness of naïve privacy protection techniques such as pixelization and blur. Conversely, they demonstrate the effectiveness of more sophisticated scrambling techniques to foil face recognition. 
000148246 6531_ $$avideo surveillance
000148246 6531_ $$aprivacy protection
000148246 6531_ $$aface recognition
000148246 6531_ $$ascrambling
000148246 700__ $$0241060$$aDufaux, Frédéric$$g149769
000148246 700__ $$0240223$$aEbrahimi, Touradj$$g105043
000148246 7112_ $$aIEEE International Conference on Multimedia & Expo (ICME 2010)$$cSingapore$$dJuly 19-23, 2010
000148246 773__ $$tProc. of IEEE International Conference on Multimedia & Expo
000148246 8564_ $$s700746$$uhttps://infoscience.epfl.ch/record/148246/files/2010_icme_dufaux_ebrahimi.pdf$$yn/a$$zn/a
000148246 909C0 $$0252077$$pMMSPL
000148246 909CO $$ooai:infoscience.tind.io:148246$$pconf$$pSTI
000148246 917Z8 $$x149769
000148246 917Z8 $$x149769
000148246 937__ $$aEPFL-CONF-148246
000148246 973__ $$aEPFL$$rREVIEWED$$sPUBLISHED
000148246 980__ $$aCONF