• Jun 14, 2017 News!Vol.8, No.5 has been indexed by EI (Inspec).   [Click]
  • Nov 09, 2017 News!Vol.9, No.5 has been published with online version. 16 peer reviewed articles from 11 specific areas are published in this issue.   [Click]
  • Jul 19, 2017 News!Vol.9, No.4 has been published with online version. 16 peer reviewed articles from 16 specific areas are published in this issue.   [Click]
General Information
Editor-in-chief
Prof. Wael Badawy
Department of Computing and Information Systems Umm Al Qura University, Canada
I'm happy to take on the position of editor in chief of IJCTE. We encourage authors to submit papers concerning any branch of computer theory and engineering.
IJCTE 2010 Vol.2(5): 688-691 ISSN: 1793-8201
DOI: 10.7763/IJCTE.2010.V2.225

Human Face Recognition Using Superior Principal Component Analysis (SPCA)

Arjun V. MANE, Ramesh R. MANZA and Karbhari V KALE

Abstract—Principal Component Analysis (PCA) is a statistical technique used for dimension reduction and recognition, & widely used for facial feature extraction and recognition. In this paper a cluster based SPCA face recognition method has been proposed. Experiments based on ORL face database have performed to compare the recognition rate between tradition PCA, Advanced principal component analysis (APCA), & SPCA. It is found that SPCA is giving the best classification result.

Index Terms—Security, Biometrics, Face Recognition, Principal Component Analysis, Eigenspace

  Arjun V Mane is with the Department of Computer Science and Information Technology, Dr. Babasaheb Ambedkar Marathwada University, Aurangabad-431 004 (MS) INDIA, (telephone: +91-9923616649, e-mail: arjunmane7113@yahoo.co.in).
 Ramesh R. Manza, is with the Department of Computer Science andInformation Technology, Dr. Babasaheb Ambedkar Marathwada University,Aurangabad-431 004 (MS) INDIA, (telephone: +91-9421308853, e-mail: ramesh_manza@yahoo.com).
 Karbhari V Kale, is with the Department of Computer Science and Information Technology, Dr. Babasaheb Ambedkar Marathwada University, Aurangabad-431 004 (MS) INDIA, (telephone: +91-9422203089, e-mail: kvkale91@gmail.com).

[PDF]

Cite: Arjun V. MANE, Ramesh R. MANZA and Karbhari V KALE, "Human Face Recognition Using Superior Principal Component Analysis (SPCA)," International Journal of Computer Theory and Engineering vol. 2, no. 5, pp. 688-691, 2010.  

Copyright © 2008-2015. International Journal of Computer Theory and Engineering. All rights reserved.
E-mail: ijcte@vip.163.com