Literature Review on Face Recognition using Principle Component Analysis

Panchal Twinkal H.

Literature Review on Face Recognition using Principle Component Analysis

October 2017

Vol-3, Issue-5

Paper ID: 6752

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Information Technology

Keywords

Face recognition Principal component analysis(PCA) Articial Neural network (ANN) Eigenvector Eigenface.

Abstract

Face Recognition is the process of identication of a person by his facial im- age. The paper presents a methodology for face recognition based on information theory approach of coding and decoding the face im- age. Proposed methodology is connection of two stages - Feature extraction using princi- ple component analysis and recognition us- ing the feed forward back propagation Neu- rals Network. The algorithm has been tested on 400 images (40 classes). Test results gave a recognition rate of 97.018% .

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Author Information

#	Name	Institute / Affiliation
1	Panchal Twinkal H.	L.D.College of Engineering

How to Cite

Use the following formats to cite this article in your research.

APA Style

H., Panchal Twinkal (2017). Literature Review on Face Recognition using Principle Component Analysis. International Journal of Advance Research and Innovative Ideas In Education, 3(5), 1096-1100.

MLA Style

H., Panchal Twinkal. "Literature Review on Face Recognition using Principle Component Analysis." International Journal of Advance Research and Innovative Ideas In Education, vol. 3, no. 5, 2017, pp. 1096-1100.

IEEE Style

Panchal Twinkal H., "Literature Review on Face Recognition using Principle Component Analysis," International Journal of Advance Research and Innovative Ideas In Education, vol. 3, no. 5, pp. 1096-1100, 2017.

Vancouver Style

H. Panchal Twinkal. Literature Review on Face Recognition using Principle Component Analysis. International Journal of Advance Research and Innovative Ideas In Education. 2017;3(5):1096-1100.

Harvard Style

H., Panchal Twinkal (2017) 'Literature Review on Face Recognition using Principle Component Analysis', International Journal of Advance Research and Innovative Ideas In Education, 3(5), pp. 1096-1100.

Chicago Style

H., Panchal Twinkal. "Literature Review on Face Recognition using Principle Component Analysis." International Journal of Advance Research and Innovative Ideas In Education 3, no. 5 (2017): 1096-1100.

Turabian Style

H., Panchal Twinkal. "Literature Review on Face Recognition using Principle Component Analysis." International Journal of Advance Research and Innovative Ideas In Education 3, no. 5 (2017): 1096-1100.