Universiti Teknologi Malaysia Institutional Repository

Fingerprint verification based on statistical analysis

Khalil, Mohammed S. and Muhammad, Dzulkifli and Khan, Muhammad Khurram and Alghathbar, Khaled (2010) Fingerprint verification based on statistical analysis. In: 2010 5th International Conference on Future Information Technology. Institute of Electrical and Electronics Engineers, New York, pp. 1-5. ISBN 978-142446950-5

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Official URL: http://dx.doi.org/10.1109/FUTURETECH.2010.5482771


In this paper, we have statistically analyzed biometricfingerprint images for personal identification. A sub-image of 129 x 129 was extracted from the original image and transformed into a co-occurrence matrix. Four different type of relative position distances were used to generate the matrices. The results have been analyzed by the Program for Rate Estimation and Statistical Summaries (PRESS). The efficiency of the proposed method has been demonstrated by the experimental results and that the further the distances of the relative position the lower the error equal rate.

Item Type:Book Section
Uncontrolled Keywords:biometrics, co-occurrence matrix, component, fingerprint, fingerprint verification, reliability, statistical descriptor
Subjects:Q Science > Q Science (General)
T Technology > T Technology (General)
Divisions:Civil Engineering
ID Code:13230
Deposited By: S.N.Shahira Dahari
Deposited On:25 Jul 2011 07:12
Last Modified:25 Jul 2011 07:12

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