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A Detailed Study on Face Recognition Techniques


Affiliations
1 Department of CSE, GZSPTU Campus, Bathinda, India
 

Face recognition has received considerable attention recently, as a promising approach for security and surveillance. Face recognition have the challenges of the light illumination and variations in the poses in various fields. The main aim of this work is to find out the optimum approach which can be used against these challenges and to study various approaches. The problems comes in the various algorithms are also defined and how these problems are resolved by using the new approaches. In this paper the different types of face recognition approaches and the various performance matrices for face recognition on the basis of different parameters have been discussed.

Keywords

Face Recognition, 2DPCA, PCA, LBP, LDP.
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  • A Detailed Study on Face Recognition Techniques

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Authors

Atinderpal Singh
Department of CSE, GZSPTU Campus, Bathinda, India
Navmeet Kaur
Department of CSE, GZSPTU Campus, Bathinda, India
Jasmeet Kaur
Department of CSE, GZSPTU Campus, Bathinda, India

Abstract


Face recognition has received considerable attention recently, as a promising approach for security and surveillance. Face recognition have the challenges of the light illumination and variations in the poses in various fields. The main aim of this work is to find out the optimum approach which can be used against these challenges and to study various approaches. The problems comes in the various algorithms are also defined and how these problems are resolved by using the new approaches. In this paper the different types of face recognition approaches and the various performance matrices for face recognition on the basis of different parameters have been discussed.

Keywords


Face Recognition, 2DPCA, PCA, LBP, LDP.