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Face Recognition Using Appearance Based Approach: A Literature Survey

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Author(s): M. Parisa Beham | S. Mohamed Mansoor Roomi

Journal: International Journal of Computer Applications
ISSN 0975-8887

Volume: icwet;
Issue: 12;
Date: 2012;
Original page

Keywords: PCA | IPCA | LDA | SVM | BPNN | 2DRPCA | BAYESIAN

ABSTRACT
With the development of artificial intelligence and machine vision, face recognition has become a hot topic of pattern recognition.This paper describes the review-based comparison and recognition of challenges using holistic and hybrid appearance based approaches and the recent techniques used for improving recognition accuracy. The accuracy or efficiency of the techniques depends on the situation where the system is used. In addition, several major issues for further research in the area of face recognition are also pointed out for further improvement
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