TY - GEN
T1 - Açik-küme yüz tanima si̇stemi̇
AU - Güney, Fatma
AU - Arar, Nuri Murat
AU - Ekenel, Hazim Kemal
PY - 2012
Y1 - 2012
N2 - This work introduces a real-time video-based open-set face recognition system. The system has been developed for the identification of people who stand in front of an interactive screen to communicate with a virtual application. The system uses Discrete Cosine Transform (DCT) features obtained from non-overlapping 20 blocks, and Support Vector Machines (SVM) based verifiers are employed for the classification. To evaluate the system's performance in this application scenario, a face database has been collected in front of the interactive screen. The results on the collected database show that the developed system can operate reliably under real-world conditions.
AB - This work introduces a real-time video-based open-set face recognition system. The system has been developed for the identification of people who stand in front of an interactive screen to communicate with a virtual application. The system uses Discrete Cosine Transform (DCT) features obtained from non-overlapping 20 blocks, and Support Vector Machines (SVM) based verifiers are employed for the classification. To evaluate the system's performance in this application scenario, a face database has been collected in front of the interactive screen. The results on the collected database show that the developed system can operate reliably under real-world conditions.
UR - http://www.scopus.com/inward/record.url?scp=84863490560&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84863490560&partnerID=8YFLogxK
U2 - 10.1109/SIU.2012.6204819
DO - 10.1109/SIU.2012.6204819
M3 - Conference contribution
AN - SCOPUS:84863490560
SN - 9781467300568
T3 - 2012 20th Signal Processing and Communications Applications Conference, SIU 2012, Proceedings
BT - 2012 20th Signal Processing and Communications Applications Conference, SIU 2012, Proceedings
T2 - 2012 20th Signal Processing and Communications Applications Conference, SIU 2012
Y2 - 18 April 2012 through 20 April 2012
ER -