Development of fingerprint verification algorithm using fuzzy logic and genetic algorithm implemented in MATLAB
Fingerprint Verification is a kind of biometric system that deals with the different characteristics of the fingerprint which includes the minutiae, its coordinates, and orientation angles. A program consists of fuzzy inference system (FIS) and genetic algorithm (GA) is developed to create fingerpri...
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| Main Authors: | , , |
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| Format: | text |
| Language: | English |
| Published: |
Animo Repository
2012
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| Online Access: | https://animorepository.dlsu.edu.ph/etd_bachelors/12106 |
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| Institution: | De La Salle University |
| Language: | English |
| Summary: | Fingerprint Verification is a kind of biometric system that deals with the different characteristics of the fingerprint which includes the minutiae, its coordinates, and orientation angles. A program consists of fuzzy inference system (FIS) and genetic algorithm (GA) is developed to create fingerprint verification algorithm that is implemented in MATLAB. The program performs enrollment of an image to a database and matches another input with reference to the database. Input images are taken from the Fingerprint Verification Competition 2004 (FVC2004) databases with added color variations, showed a good performance of the algorithm for the conditions set. |
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