Fingerprint classification based on genetic programming

Hu, Jiaojiao; Xie, Mei

doi:10.1109/iccet.2010.5486315

2010 2nd International Conference on Computer Engineering and Technology 2010

DOI: 10.1109/iccet.2010.5486315

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Fingerprint classification based on genetic programming

Jiaojiao Hu

Mei Xie

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Fingerprint authentication using Gabor filter based matching algorithm

Chavan¹,

Mundada²,

Pal³

2015

2015 International Conference on Technologies for Sustainable Development (ICTSD)

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Person identification and recognition using fingerprints as a biometric authentication is one of the unique, prominent and reliable method of verification processes. The paper presents fingerprint authentication system using filter bank based matching algorithm. The algorithm uses Gabor filter bank to extract features of fingerprints. These features are then compared for identification and recognition of a person. The Euclidian distance is used to compare feature vector of query image with feature vectors of database fingerprints. Two sets of databases FVC2000 and DBIT are used for evaluating the performance and efficiency of the algorithm. The experimental results show that the average efficiency of the algorithm is 82.95% and 89.68% for FVC2000 and DBIT fingerprint databases respectively.

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Fingerprint authentication using Gabor filter based matching algorithm

Chavan¹,

Mundada²,

Pal³

2015

2015 International Conference on Technologies for Sustainable Development (ICTSD)

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Computerized system for fingerprint classification using singular points

Javed

Usman

2011

2011 IEEE 14th International Multitopic Conference

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Fingerprint classification based on genetic programming

Cited by 2 publications

References 10 publications

Fingerprint authentication using Gabor filter based matching algorithm

Fingerprint authentication using Gabor filter based matching algorithm

Computerized system for fingerprint classification using singular points

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