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Transactions: WSEAS TRANSACTIONS ON COMPUTERS
Transactions ID Number: 31-537
Full Name: Hasan Demirel
Position: Assistant Professor
Age: ON
Sex: Male
Address: 2Department of Electrical and Electronic Engineering, Eastern Mediterranean University, Gazimaðusa, KKTC, Mersin 10
Country: TURKEY
Tel: 0090 392 630 1436
Tel prefix:
Fax: 0090 392 365 0240
E-mail address: hasan.demirel@emu.edu.tr
Other E-mails: shahab.jafari@emu.edu.tr
Title of the Paper: ensemble based colour face recognition
Authors as they appear in the Paper: Hasan Demirel, Gholamreza Anbarjafari
Email addresses of all the authors: hasan.demirel@emu.edu.tr, shahab.jafari@emu.edu.tr
Number of paper pages: 10
Abstract: In this work, several data fusion techniques have been employed to improve the performance of the PCA based face recognition system in different colour channels. Median, sum, max, and product rules as well as majority voting technique have been used to improve the recognition performance achieved by using PCA in HSI and YCbCr colour spaces. The system has been tested on well known face databases such as the FERET, Head Pose, Essex University, and Georgia Tech University face databases. Ensemble based approaches improve the performance obtained from different colour channels and the improvement reaches to 9.60% in FERET database.
Keywords: Face Recognition, Data Fusion, Image processing, PCA, Colour Space
EXTENSION of the file: .pdf
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