Detail publikačního výsledku

Semantic Conformance Testing Methodology for Finger Minutiae Data

LODROVÁ, D.; BUSCH, C.; TABASSI, E.; KRODEL, W.; DRAHANSKÝ, M.

Originální název

Semantic Conformance Testing Methodology for Finger Minutiae Data

Anglický název

Semantic Conformance Testing Methodology for Finger Minutiae Data

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

This paper proposes a methodology to measure the semantic conformance rate of standardized biometric minutia interchange records. The paper proposes a fingerprint modality specific assertion test. A conformance test based on this methodology can attest for a given algorithm or software under test that the generated minutiae templates are a faithful representation of the input signal (i.e. fingerprint image). The test methodology is based on ground truth data that has been composed by dactyloscopic experts. As individual experts assessment yields slightly diverging coordinates a clustering algorithm is proposed that merges a set of manually placed minutia into one ground truth data set. The methodology is evaluated on ten-print fingerprint images and the NIST baseline minutia extraction algorithm.

Anglický abstrakt

This paper proposes a methodology to measure the semantic conformance rate of standardized biometric minutia interchange records. The paper proposes a fingerprint modality specific assertion test. A conformance test based on this methodology can attest for a given algorithm or software under test that the generated minutiae templates are a faithful representation of the input signal (i.e. fingerprint image). The test methodology is based on ground truth data that has been composed by dactyloscopic experts. As individual experts assessment yields slightly diverging coordinates a clustering algorithm is proposed that merges a set of manually placed minutia into one ground truth data set. The methodology is evaluated on ten-print fingerprint images and the NIST baseline minutia extraction algorithm.

Klíčová slova

conformance testing, fingerprint recognition, minutiae, image quality

Klíčová slova v angličtině

conformance testing, fingerprint recognition, minutiae, image quality

Autoři

LODROVÁ, D.; BUSCH, C.; TABASSI, E.; KRODEL, W.; DRAHANSKÝ, M.

Rok RIV

2010

Vydáno

17.09.2009

Nakladatel

Society for Informatics

Místo

Darmstadt

ISBN

978-3-88579-249-9

Kniha

Proceedings of the Special Interest Group on Biometrics and Electronic Signatures

Edice

Lecture Notes in Informatics

Strany od

31

Strany do

42

Strany počet

12

BibTex

@inproceedings{BUT33801,
  author="Dana {Lodrová} and Christoph {Busch} and Elham {Tabasi} and Wolfgang {Krodel} and Martin {Drahanský}",
  title="Semantic Conformance Testing Methodology for Finger Minutiae Data",
  booktitle="Proceedings of the Special Interest Group on Biometrics and Electronic Signatures",
  year="2009",
  series="Lecture Notes in Informatics",
  pages="31--42",
  publisher="Society for Informatics",
  address="Darmstadt",
  isbn="978-3-88579-249-9"
}