An Improved Hybrid Face Recognition Based on PCA and Subpattern Technique
A.R Kulkarni1, D.S Bormane2
1Er. A. R. Kulkarni, Bachelor Engg. Degree, W.C.E Sangli, Shivaji University, (Maharashtra), India.
2Prof. Dr. D.S Bormane, Director, JSPM’s Rajarshi Shahu College of Engineering, Pune (Maharashtra), India.
Manuscript received on 10 May 2013 | Revised Manuscript received on 18 May 2013 | Manuscript Published on 30 May 2013 | PP: 215-218 | Volume-2 Issue-6, May 2013 | Retrieval Number: F0838052613/13©BEIESP
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© The Authors. Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP). This is an open access article under the CC-BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)
Abstract: In this paper a new technique for face recognition Based on PCA is implemented .Subpattern PCA (SpPCA) Is actually an improvement over PCA. It was found to give Better results so in this paper Integration of Different SpPCA methods with PCA was done and found to get Improvement in recognition accuracy.
Keywords: Principle Component Analysis (PCA, Subpattern PCA (SpPCA), SpPCA I, SpPCAII
Scope of the Article: Pattern Recognition