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Reseach Article

Critical Review on Face Recognition Algorithms

Published on May 2013 by P. P. Rewagad, P. S. Desai
International Conference on Recent Trends in Engineering and Technology 2013
Foundation of Computer Science USA
ICRTET - Number 1
May 2013
Authors: P. P. Rewagad, P. S. Desai
5c3af761-feec-4d03-bbb1-c9b037495887

P. P. Rewagad, P. S. Desai . Critical Review on Face Recognition Algorithms. International Conference on Recent Trends in Engineering and Technology 2013. ICRTET, 1 (May 2013), 29-32.

@article{
author = { P. P. Rewagad, P. S. Desai },
title = { Critical Review on Face Recognition Algorithms },
journal = { International Conference on Recent Trends in Engineering and Technology 2013 },
issue_date = { May 2013 },
volume = { ICRTET },
number = { 1 },
month = { May },
year = { 2013 },
issn = 0975-8887,
pages = { 29-32 },
numpages = 4,
url = { /proceedings/icrtet/number1/11764-1314/ },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Proceeding Article
%1 International Conference on Recent Trends in Engineering and Technology 2013
%A P. P. Rewagad
%A P. S. Desai
%T Critical Review on Face Recognition Algorithms
%J International Conference on Recent Trends in Engineering and Technology 2013
%@ 0975-8887
%V ICRTET
%N 1
%P 29-32
%D 2013
%I International Journal of Computer Applications
Abstract

Face Recognition has always been a fascinating research area. It has drawn the attention of many researchers because of its various potential applications such as security systems, entertainment, criminal identification etc. The goal of this paper was to produce a review of the face detection and face recognition literature as comprehensive as possible.

References
  1. Issam Dagher and Rabih Nachar , "Face Recognition Using IPCA-ICA Algorithm", IEEE Transactions On Pattern Analysis And Machine Intelligence, Vol. 28, No. 6, June 2006.
  2. Issam Dagher,William Kobersy, andWassim Abi Nader , "Research Article Human Hand Recognition Using IPCA-ICA Algorithm" , Hindawi Publishing Corporation EURASIP Journal on Advances in Signal Processing Volume 2007, Article ID 91467, 7 pages doi:10. 1155/2007/91467
  3. Haitao Zhao, Pong Chi Yuen, Member, IEEE, and James T. Kwok, Member, IEEE, "A Novel Incremental Principal Component Analysis and Its Application for Face Recognition" IEEE Transactions On Systems, Man, And Cybernetics—Part B: Cybernetics, Vol. 36, No. 4, August 2006
  4. Ion Marqu´es, "Face Recognition Algorithms", Proyecto Fin de Carrera June 16, 2010
  5. Rabia Jafri and Hamid R. Arabnia, "A Survey of Face Recognition Techniques" , Journal of Information Processing Systems, Vol. 5, No. 2, June 2009 , page no. 41-67
  6. Tat-Jun Chin and David Suter, Senior Member, IEEE ," Incremental Kernel Principal Component Analysis" , IEEE Transactions On Image Processing, Vol. 16, No. 6, June 2007
  7. Marian Stewart Bartlett, Member, IEEE, Javier R. Movellan, Member, IEEE, and Terrence J. Sejnowski, Fellow, IEEE, "Face Recognition by Independent Component Analysis", IEEE Transactions On Neural Networks, Vol. 13, No. 6, November 2002
  8. Hatim A. Aboalsamh , Hassan I. Mathkour , Ghazy M. R. Assassa, Mona F. M. Mursi , "Face Recognition using Incremental Principal Components Analysis" , International Conference on Computing, Engineering and Information , 978-0-7695 3538-8/09 $26. 00 © 2009 IEEE DOI 10. 1109/ICCEIS. 2009. 56
  9. Juwei Lu, Student Member, IEEE, Konstantinos N. Plataniotis, Member, IEEE, and Anastasios N. Venetsanopoulos, Fellow, IEEE , "Face Recognition Using Kernel Direct Discriminant Analysis Algorithms", IEEE Transactions On Neural Networks, Vol. 14, No. 1, January 2003
  10. Jin Wang, Armando Barreto, Naphtali Rishe, Jean Andrian and Malek Adjouadi , "a fast incremental multilinear principal component analysis algorithm" , International Journal of Innovative Computing, Information and Control ICIC International c!2011 ISSN 1349-4198 Volume 7, Number 10, October 2011 , pp. 6019–6040
  11. W. ZHAO , R. CHELLAPPA , P. J. PHILLIPS AND A. ROSENFELD , "Face Recognition: A Literature Survey" , ACM Computing Surveys, Vol. 35, No. 4, December 2003, pp. 399–458.
  12. Brian C. Becker , Enrique G. ortiz , "Evaluation of Face Recognition Techniques for Application to facebook " , 978-1-4244-2154-1/08/$25. 00 ©2008 IEEE
  13. Peter N. Belhumeur, Jo~ao P. Hespanha, and David J. Kriegman , "Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection" , IEEE Transactions On Pattern Analysis And Machine Intelligence, Vol. 19, No. 7, July 1997 , Pp 711-720
  14. Ganesh R. Naik and Dinesh K Kumar School of Electrical and Computer Engineering RMIT University, Australia, "An Overview of Independent Component Analysis and Its Applications", Informatica 35 (2011) 63–81
  15. Srinivasulu Asadi , Dr. Ch. D. V. Subba Rao , V. Saikrishna , "A Comparative study of Face Recognition with Principal Component Analysis and Cross-Correlation Technique", International Journal of Computer Applications (0975 – 8887) Volume 10– No. 8, November 2010
  16. Richard Young ," Research Proposal Face Recognition for Security Purposes Using Modular PCA and Neural Networks", 2010
  17. Vaibhav Pathak and D. N. Patwari, P. B. Khanale, N. M. Tamboli and Vishal M. Pathak, "Study and Comparison of Different Face Recognition Algorithms" , BIOINFO Medical Imaging Volume 1, Issue 1, 2011, pp-05-09
  18. Jin Wanga, ArmandoBarreto , LuWang, YuChen , NaphtaliRishe , JeanAndrian , MalekAdjouadi ,"Multilinear principal component analysis for face recognition with fewer features" , 0925-2312/$ -seefrontmatter & 2010 Elsevier B. V. Allrightsreserved. doi:10. 1016/j. neucom. 2009. 08. 022
  19. Hui Zhang, Jason E. Fritts , Sally A. Goldman ," Image segmentation evaluation: A survey of unsupervised methods" , Computer Vision and Image Understanding 110 (2008) 260–280
  20. Matej Attac , Matjaz Jogan , Ales Leonordis , Incremental PCA for on-line visual learning and recognition
Index Terms

Computer Science
Information Sciences

Keywords

Image Processing Face Recognition Ica Ipca Pca