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Title: :  Face Recognition Using Firefly Model
PaperId: :  1231
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 1 Issue 3 2015
DUI:    16.0415/IJARIIE-1231
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Mahdi Nasrollah BaratiKaraj Branch, Islamic Azad University
Maryam KhademiSouth Tehran Branch, Islamic Azad University

Abstract

Computer Engineering
Facerecognition, Firefly, principalcomponent analysis, multi-layerperceptron.
This paper presents a technique for facerecognition. To thiseffect, Principal ComponentAnalysis (PCA)is used to decrease the data content and extract features of face images from ORL databases to train and test the neural network. In the next stage, a classifierbased on feed forwardback-propagation artificial neural network is employed Firefly-optimized learning rate and hidden layer size. The accuracy of classification is 99.83% on the ORLdatabase. This result shows that the proposed method is effective.

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IJARIIE Mahdi Nasrollah Barati, and Maryam Khademi. "Face Recognition Using Firefly Model" International Journal Of Advance Research And Innovative Ideas In Education Volume 1 Issue 3 2015 Page 283-291
MLA Mahdi Nasrollah Barati, and Maryam Khademi. "Face Recognition Using Firefly Model." International Journal Of Advance Research And Innovative Ideas In Education 1.3(2015) : 283-291.
APA Mahdi Nasrollah Barati, & Maryam Khademi. (2015). Face Recognition Using Firefly Model. International Journal Of Advance Research And Innovative Ideas In Education, 1(3), 283-291.
Chicago Mahdi Nasrollah Barati, and Maryam Khademi. "Face Recognition Using Firefly Model." International Journal Of Advance Research And Innovative Ideas In Education 1, no. 3 (2015) : 283-291.
Oxford Mahdi Nasrollah Barati, and Maryam Khademi. 'Face Recognition Using Firefly Model', International Journal Of Advance Research And Innovative Ideas In Education, vol. 1, no. 3, 2015, p. 283-291. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Face_Recognition_Using_Firefly_Model_ijariie1231_volume_1_13_page_283_291.pdf (Accessed : ).
Harvard Mahdi Nasrollah Barati, and Maryam Khademi. (2015) 'Face Recognition Using Firefly Model', International Journal Of Advance Research And Innovative Ideas In Education, 1(3), pp. 283-291IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Face_Recognition_Using_Firefly_Model_ijariie1231_volume_1_13_page_283_291.pdf (Accessed : )
IEEE Mahdi Nasrollah Barati, and Maryam Khademi, "Face Recognition Using Firefly Model," International Journal Of Advance Research And Innovative Ideas In Education, vol. 1, no. 3, pp. 283-291, Jul-Aug 2015. [Online]. Available: http://ijariie.com/AdminUploadPdf/Face_Recognition_Using_Firefly_Model_ijariie1231_volume_1_13_page_283_291.pdf [Accessed : ].
Turabian Mahdi Nasrollah Barati, and Maryam Khademi. "Face Recognition Using Firefly Model." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 1 number 3 ().
Vancouver Mahdi Nasrollah Barati, and Maryam Khademi. Face Recognition Using Firefly Model. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2015 [Cited : ]; 1(3) : 283-291. Available from: http://ijariie.com/AdminUploadPdf/Face_Recognition_Using_Firefly_Model_ijariie1231_volume_1_13_page_283_291.pdf
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