DocumentCode :
3215753
Title :
A real-time face recognition system using multiple mean faces and dual mode Fisherfaces
Author :
Choi, Jongmoo ; Lee, Sanghoon ; Lee, Chilgee ; Yi, Juneho
Author_Institution :
Sch. of Electr. & Comput. Eng., Sung Kyun Kwan Univ., Suwon, South Korea
Volume :
3
fYear :
2001
fDate :
2001
Firstpage :
1686
Abstract :
This research features an automatic face detection and recognition system. The purpose of the system is for access control to a building or an office. The main feature of the system is face detection and face recognition robust to illumination changes. A novel template matching technique using multiple mean faces (MMF) of various sizes, luminance, and rotations is employed to achieve robust face detection. The system is also capable of operating in two different modes for face recognition: under normal illumination condition and under severe illumination changes
Keywords :
biometrics (access control); brightness; face recognition; lighting; microcomputer applications; real-time systems; access control; automatic face detection system; automatic face recognition system; building; dual mode Fisherfaces; illumination changes robustness; luminance; multiple mean faces; normal illumination condition; office; personal computer; real-time face recognition system; robust face detection; rotation; severe illumination changes; Access control; Brightness; Cameras; Face detection; Face recognition; Lighting; Motion detection; Real time systems; Robustness; Skin;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Electronics, 2001. Proceedings. ISIE 2001. IEEE International Symposium on
Conference_Location :
Pusan
Print_ISBN :
0-7803-7090-2
Type :
conf
DOI :
10.1109/ISIE.2001.931962
Filename :
931962
Link To Document :
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