Face recognition using back propagation neural network technique


Conference Paper

© 2015 IEEE. The paper presents a back propagation based artificial neural network learning algorithm for recognizing human faces. We have worked on eight features for recognition. A facial recognition system has been proposed to recognize registered faces in the database & new faces that are not part of the database. The basic objective is to understand the ability of back propagation learning algorithms for face recognition task. Few experimental observations have also been provided.

Full Text

Duke Authors

Cited Authors

  • Sekhon, A; Agarwal, P

Published Date

  • January 1, 2015

Published In

  • Conference Proceeding 2015 International Conference on Advances in Computer Engineering and Applications, Icacea 2015

Start / End Page

  • 226 - 230

International Standard Book Number 13 (ISBN-13)

  • 9781467369114

Digital Object Identifier (DOI)

  • 10.1109/ICACEA.2015.7164700

Citation Source

  • Scopus