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A WEIGHTED SCORE MATCHING ALGORITHM FOR A MULTI-MODAL BIOMETRIC SYSTEM BASED ON FINGERPRINT AND HAND GEOMETRY
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نویسنده
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bifari ezdihar n. ,elrefaei lamiaa a.
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منبع
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jordanian journal of computers and information technology - 2017 - دوره : 3 - شماره : 1 - صفحه:1 -24
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چکیده
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This paper presents a multi-modal biometric system implemented using matlab language. the system fused fingerprint and hand geometry at matching score level by applying a proposed modified weighted sum rule. the fingerprint system was tested using five fvc databases and the hand geometry system was tested using coep database. hence, the multi-modal system was tested by merging each fvc database with coep database. the experimental results show significant improvement in the multi-modal system with an average eer of 3.27%; while it is 8.86% and 8.89% for fingerprint and hand geometry systems, respectively.
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کلیدواژه
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Multi-biometrics ,Fusion ,EER ,ROC ,Minutiae ,Gabor filter ,FFT filter ,Morphological ,Chain code.
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آدرس
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king abdulaziz university, faculty of computing and information technology, computer science department, Saudi Arabia, king abdulaziz university, faculty of computing and information technology, computer science department, Jeddah. benha university, faculty of engineering at shoubra, electrical engineering department, Egypt
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پست الکترونیکی
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laelrefaei@kau.edu.sa, lamia.alrefaai@feng.bu.edu.eg
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Authors
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