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Title: :  Literature Review on Face Recognition using Principle Component Analysis
PaperId: :  6752
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 3 Issue 5 2017
DUI:    16.0415/IJARIIE-6752
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Panchal Twinkal H.L.D.College of Engineering

Abstract

Information Technology
Face recognition, Principal component analysis(PCA), Arti cial Neural network (ANN), Eigenvector, Eigenface.
Face Recognition is the process of identi cation 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% .

Citations

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IJARIIE Panchal Twinkal H.. "Literature Review on Face Recognition using Principle Component Analysis" International Journal Of Advance Research And Innovative Ideas In Education Volume 3 Issue 5 2017 Page 1096-1100
MLA Panchal Twinkal H.. "Literature Review on Face Recognition using Principle Component Analysis." International Journal Of Advance Research And Innovative Ideas In Education 3.5(2017) : 1096-1100.
APA Panchal Twinkal H.. (2017). Literature Review on Face Recognition using Principle Component Analysis. International Journal Of Advance Research And Innovative Ideas In Education, 3(5), 1096-1100.
Chicago Panchal Twinkal H.. "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.
Oxford 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, 2017, p. 1096-1100. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Literature_Review_on_Face_Recognition_using_Principle_Component_Analysis_ijariie6752.pdf (Accessed : 22 December 2021).
Harvard Panchal Twinkal H.. (2017) 'Literature Review on Face Recognition using Principle Component Analysis', International Journal Of Advance Research And Innovative Ideas In Education, 3(5), pp. 1096-1100IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Literature_Review_on_Face_Recognition_using_Principle_Component_Analysis_ijariie6752.pdf (Accessed : 22 December 2021)
IEEE 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, Sep-Oct 2017. [Online]. Available: http://ijariie.com/AdminUploadPdf/Literature_Review_on_Face_Recognition_using_Principle_Component_Analysis_ijariie6752.pdf [Accessed : 22 December 2021].
Turabian Panchal Twinkal H.. "Literature Review on Face Recognition using Principle Component Analysis." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 3 number 5 (22 December 2021).
Vancouver Panchal Twinkal H.. Literature Review on Face Recognition using Principle Component Analysis. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2017 [Cited : 22 December 2021]; 3(5) : 1096-1100. Available from: http://ijariie.com/AdminUploadPdf/Literature_Review_on_Face_Recognition_using_Principle_Component_Analysis_ijariie6752.pdf
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