PCA and KPCA algorithms for Face Recognition – A Survey

Authors

  • Surabhi M. Dhokai Department of Information Technology, BVM Engineering College
  • Vaishali B.Vala Department of Information Technology, BVM Engineering College
  • Vatsal H. Shah Assistant Professor, BVM Engineering College

Keywords:

Face Recognition, PCA, eigen faces technique, KPCA, Kernel trick, Curse of dimensionality

Abstract

Face Recognition has emerged as an important alternative to traditional authentication
systems as the terror of Cybercrime shadows the network security. This report pins down the basic
steps involved in face recognition technique along with its two common challenges. It also surveys
the PCA and KPCA algorithm for face recognition.

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Published

2014-04-25

How to Cite

Surabhi M. Dhokai, Vaishali B.Vala, & Vatsal H. Shah. (2014). PCA and KPCA algorithms for Face Recognition – A Survey. International Journal of Advance Engineering and Research Development (IJAERD), 1(4), 39–46. Retrieved from https://ijaerd.org/index.php/IJAERD/article/view/5424

Issue

Vol. 1 No. 4 (2014): Volume 1 Issue 4 (April-2014)

Section

Articles