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Performance evaluation of an automatic fingerprint classification algorithm adapted to a Vucetich based classification system

Publication ,  Conference
Bartesaghi, A; Fernández, A; Gómez, A
Published in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
January 1, 2001
Published version (DOI)

We study and evaluate an automatic fingerprint classification algorithm that we apply over the fully manual identification system being used by the Dirección Nacional de Identificación Civil (DNIC). To be compatible with the existing system and provide a gradual transition into a fully automatic procedure we mimic the classification scheme being used by DNIC technicians, which is based on a four-class Vucetich system. The classification algorithm we use is based on the method by Karu and Jain [4]. Some modifications to the original algorithm are proposed and evaluated over images extracted from a 4 million fingerprint card archive maintained by DNIC. The algorithm was also tested on fingerprints from the same individuals taken at two different points in time (separated several years) to further evaluate its performance and consistency. © Springer-Verlag 2001.

Duke Scholars

Alberto Bartesaghi
Author Alberto Bartesaghi Computer Science

Published In

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

DOI

10.1007/3-540-45344-x_38

EISSN

1611-3349

ISSN

0302-9743

Publication Date

January 1, 2001

Volume

2091 LNCS

Start / End Page

259 / 265

Related Subject Headings

  • Artificial Intelligence & Image Processing
  • 46 Information and computing sciences
 

Citation

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Bartesaghi, A., Fernández, A., & Gómez, A. (2001). Performance evaluation of an automatic fingerprint classification algorithm adapted to a Vucetich based classification system. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 2091 LNCS, pp. 259–265). https://doi.org/10.1007/3-540-45344-x_38
Bartesaghi, A., A. Fernández, and A. Gómez. “Performance evaluation of an automatic fingerprint classification algorithm adapted to a Vucetich based classification system.” In Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2091 LNCS:259–65, 2001. https://doi.org/10.1007/3-540-45344-x_38.
Bartesaghi A, Fernández A, Gómez A. Performance evaluation of an automatic fingerprint classification algorithm adapted to a Vucetich based classification system. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2001. p. 259–65.
Bartesaghi, A., et al. “Performance evaluation of an automatic fingerprint classification algorithm adapted to a Vucetich based classification system.” Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 2091 LNCS, 2001, pp. 259–65. Scopus, doi:10.1007/3-540-45344-x_38.
Bartesaghi A, Fernández A, Gómez A. Performance evaluation of an automatic fingerprint classification algorithm adapted to a Vucetich based classification system. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2001. p. 259–265.

Published In

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

DOI

10.1007/3-540-45344-x_38

EISSN

1611-3349

ISSN

0302-9743

Publication Date

January 1, 2001

Volume

2091 LNCS

Start / End Page

259 / 265

Related Subject Headings

  • Artificial Intelligence & Image Processing
  • 46 Information and computing sciences