By Topic

Automatic Face recognition using neural network-PCA

Sign In

Cookies must be enabled to login.After enabling cookies , please use refresh or reload or ctrl+f5 on the browser for the login options.

Formats Non-Member Member
$31 $13
Learn how you can qualify for the best price for this item!
Become an IEEE Member or Subscribe to
IEEE Xplore for exclusive pricing!
close button

puzzle piece

IEEE membership options for an individual and IEEE Xplore subscriptions for an organization offer the most affordable access to essential journal articles, conference papers, standards, eBooks, and eLearning courses.

Learn more about:

IEEE membership

IEEE Xplore subscriptions

3 Author(s)
Boualleg, A.H. ; Lab. of Automatics & Informatics, Guelma Univ. ; Bencheriet, C. ; Tebbikh, H.

In this paper, we propose a new hybrid method for the recognition of faces combines the neural networks with the principal component analysis. By using the geometrical approach, we carry out a preliminary classification of the faces by PCA before using a neuronal classifier (PMC). The results, compared with those of the PCA and PMC classifiers, give a clear improvement in terms of classification. To carry out our tests, we used a very rich database created in the Laboratory of Automatics and Informatics of Guelma "LAIG"

Published in:

Information and Communication Technologies, 2006. ICTTA '06. 2nd  (Volume:1 )

Date of Conference:

0-0 0