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Fingerprint Authentication System using Log-Gabor Filter
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 145 - Number 9 |
| Year of Publication: 2016 |
| Authors: Vandana, Alankrita Aggrawal |
10.5120/ijca2016910750
|
Vandana, Alankrita Aggrawal . Fingerprint Authentication System using Log-Gabor Filter. International Journal of Computer Applications. 145, 9 ( Jul 2016), 12-14. DOI=10.5120/ijca2016910750
Abstract
Biometric authentication using fingerprint is one of the unique, prominent and reliable method of verification processes. The paper presents different techniques used in fingerprint authentication system. Log - Gabor filter algorithm is used to extract the features of fingerprints. Then, these features are compared for identification and recognition of a person. To evaluate the accuracy, Two test cases are used. Three distance metric is used: Spearman, Euclidean and Cosine in which Euclidean distance is performing better with Log- Gabor Filter. Using Log - Gabor filter based matching algorithm, Accuracy on 100 % training 95% and accuracy on exclusive training 40 % is achieved in case of Euclidean Distance Metric.
References
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