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Time of Matching Reduction and Improvement of Sub-Optimal Image Segmentation for Iris Recognition
Faculty
Science
Year:
2011
Type of Publication:
ZU Hosted
Pages:
Authors:
Roshdy Mohamed Farouk AbdulHameed
Staff Zu Site
Abstract In Staff Site
Journal:
International Journal of Computer Science Issues International Journal of Computer Science Issues
Volume:
Keywords :
Time , Matching Reduction , Improvement , Sub-Optimal Image
Abstract:
In this paper, a new matching scheme based on the scalar product (SP) between two templates is used in the matching process. We also introduced the active contour technique to detect the inner boundary of the iris which is not often a circle and the circular Hough transform to determine the outer boundary of the iris. The active contour technique takes into consideration that the actual pupil boundary is near-circular contour rather than a perfect circle, which localize the inner boundary of the iris perfectly. The 1-D log-Gabor filter is used to extract real valued template for the normalized iris. We apply our system on two publicly available databases (CASIA and UBIRIS) and the numerical results show that, perfectly matching process and also the matching time is reduced. We also compare our results with previous results and find out that, the matching with SP is faster than the matching with other techniques.
Author Related Publications
Roshdy Mohamed Farouk AbdulHameed, "Iris recognition based on elastic graph matching and Gabor wavelets", Elsevier, 2010
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Roshdy Mohamed Farouk AbdulHameed, "Iris matching using multi-dimensional artificial neural network", IET, 2010
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Roshdy Mohamed Farouk AbdulHameed, "Analytical analysis of image representation by their discrete wavelet transform", International Journal of Computer Science, 2008
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Roshdy Mohamed Farouk AbdulHameed, "Ultrasonic digital signal processing simulation in viscoelastic medium with generalized parametric function", Springer, 2012
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Roshdy Mohamed Farouk AbdulHameed, "Multiple interacting objects tracking based on generalized probabilistic distribution function", wulfenia, 2013
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Nagla Ameen Mohamed Hssan, "On the Reliability of Multi-State m-consecutive-at least-k-out-of-n: F Systems", Foundation of Computer Science (FCS), New York, USA, 2013
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Elsayed Ibrahim Abdelgalil Mahmoud, "Normal Jacobi field on Riemannian manifold", SCIK Publishing Corporation, 2013
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Alaa Hassan Attia Hassan, "Harmonic Univalent Functions with Varying Arguments Defined by Using Salagean Integral Operator", University of Alba Iulia, Romania, 2013
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