Title :
Real-time face recognition demonstration
Author :
Imaoka, Hitoshi ; Morishita, Yusuke ; Hayasaka, Akihiro
Author_Institution :
Inf. & Media Process. Labs., NEC Corp., Sagamihara, Japan
Abstract :
In recent years there have been great expectations of biometric authentication in view of increasing vicious crimes and terrorist threats. Face recognition is expected to be applied widely not only to security applications but also to image indexing and natural user interfaces. Accuracy of face recognition has been improved steadily in these years, but further improvements are demanded to meet performance requirements of these applications. We participated in Multiple Biometric Evaluation Still test conducted by National Institute of Standards and Technology (NIST) in 2010. In this evaluation, our algorithm achieved the best performance among all participants, with the highest identification rate of 95% among 1.8 million enrolled population, the lowest false match rate of 0.3% at false non-match rate 0.1%. In this demonstration, we show a real-time face recognition system using the above algorithm.
Keywords :
authorisation; biometrics (access control); face recognition; real-time systems; user interfaces; National Institute of Standards and Technology; biometric authentication; highest identification rate; image indexing; lowest false match rate; multiple biometric evaluation; real time face recognition system; security application; terrorist threats; user interface; face detection; face recognition;
Conference_Titel :
Automatic Face & Gesture Recognition and Workshops (FG 2011), 2011 IEEE International Conference on
Conference_Location :
Santa Barbara, CA
Print_ISBN :
978-1-4244-9140-7
DOI :
10.1109/FG.2011.5771422