Fingerprint Verification | A Fingerprint Verification Algorithm Using the Smallest Minimum Sum of Closest Euclidean Distance

Ujjal Kumar Bhowmik

ISBN 10: 3838318714 ISBN 13: 9783838318714

Published by LAP LAMBERT Academic Publishing, 2009

Language: English

Condition: New Soft cover

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Bibliographic Details

Title

Fingerprint Verification | A Fingerprint Verification Algorithm Using the Smallest Minimum Sum of Closest Euclidean Distance

Publisher

LAP LAMBERT Academic Publishing

Publication Date

2009

Language

English

ISBN 10

3838318714

ISBN 13

9783838318714

Binding

Taschenbuch

Condition

Neu

Dimensions

Weight

131 grams

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About this title

Synopsis

In this book, a Euclidean distance based minutia matching algorithm is proposed to improve the matching accuracy in fingerprint verification system. This algorithm extracts matched minutia pairs from input and template fingerprints by using the smallest minimum sum of closest Euclidean distance (SMSCED), corresponding rotation angle and empirically chosen statistical threshold values. Instead of using the minutia type and orientation angle, which are widely employed in existing algorithms, the proposed algorithm uses only the minutia location, to reduce the effect of non-linear distortion. Experimental results show that the proposed method has higher accuracy with improved verification rate and rejection rate.

About the Author

Ujjal Kumar Bhowmik received his Master of Science in the Department of Electrical and Computer engineering to The School of Graduate Studies at The University of Alabama in Huntsville in the year of 2009

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