Face Recognition Using Firefly Model
Abstract & Details
Research Area
Computer Engineering
Keywords
Facerecognition
Firefly
principalcomponent analysis
multi-layerperceptron.
Abstract
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.
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Mahdi Nasrollah Barati | Karaj Branch, Islamic Azad University |
| 2 | Maryam Khademi | South Tehran Branch, Islamic Azad University |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Barati, Mahdi Nasrollah & Khademi, Maryam (2015). Face Recognition Using Firefly Model. International Journal of Advance Research and Innovative Ideas In Education, 1(3), 283-291.
MLA Style
Barati, Mahdi Nasrollah, and Maryam Khademi. "Face Recognition Using Firefly Model." International Journal of Advance Research and Innovative Ideas In Education, vol. 1, no. 3, 2015, pp. 283-291.
IEEE Style
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, 2015.
Vancouver Style
Barati Mahdi Nasrollah, Khademi Maryam. Face Recognition Using Firefly Model. International Journal of Advance Research and Innovative Ideas In Education. 2015;1(3):283-291.
Harvard Style
Barati, Mahdi Nasrollah & Khademi, Maryam (2015) 'Face Recognition Using Firefly Model', International Journal of Advance Research and Innovative Ideas In Education, 1(3), pp. 283-291.
Chicago Style
Barati, Mahdi Nasrollah and Maryam Khademi. "Face Recognition Using Firefly Model." International Journal of Advance Research and Innovative Ideas In Education 1, no. 3 (2015): 283-291.
Turabian Style
Barati, Mahdi Nasrollah and Maryam Khademi. "Face Recognition Using Firefly Model." International Journal of Advance Research and Innovative Ideas In Education 1, no. 3 (2015): 283-291.
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