Title :
Efficient face recognition system based on luminance distribution by using maximum likelihood
Author :
Hsieh, Ching-Tang ; Hu, Chia-Shing
Author_Institution :
Dept. of Electr. Eng., Tamkang Univ., Tamsui, Taiwan
Abstract :
In this paper, an efficient face recognition system based on luminance distribution by using maximum likelihood method is proposed. We observe the distribution of the luminance components of the face region and use maximum likelihood scheme to recognize the face. The experimental results show that the proposed method can achieve higher recognition rate efficiently.
Keywords :
brightness; face recognition; maximum likelihood estimation; face recognition system; luminance component distribution; maximum likelihood scheme; Databases; Face; Face detection; Face recognition; IEC standards; ISO standards; Maximum likelihood detection;
Conference_Titel :
Control Applications (CCA), 2010 IEEE International Conference on
Conference_Location :
Yokohama
Print_ISBN :
978-1-4244-5362-7
Electronic_ISBN :
978-1-4244-5363-4
DOI :
10.1109/CCA.2010.5611333
