S. Vural and H. Yamauchi
Practical Aspects of Face Recognition
2062 - 2066
2008
2
9
International Journal of Electrical and Computer Engineering
https://publications.waset.org/pdf/3670
https://publications.waset.org/vol/21
World Academy of Science, Engineering and Technology
Current systems for face recognition techniques often
use either SVM or Adaboost techniques for face detection part and use
PCA for face recognition part. In this paper, we offer a novel method
for not only a powerful face detection system based on
Sixsegmentfilters (SSR) and Adaboost learning algorithms but also
for a face recognition system. A new exclusive face detection
algorithm has been developed and connected with the recognition
algorithm. As a result of it, we obtained an overall highsystem
performance compared with current systems. The proposed algorithm
was tested on CMU, FERET, UNIBE, MIT face databases and
significant performance has obtained.
Open Science Index 21, 2008