Conference paper

LODROVÁ Dana, BUSCH Christoph, TABASSI Elham, KRODEL Wolfgang and DRAHANSKÝ Martin. Semantic Conformance Testing Methodology for Finger Minutiae Data. In: Proceedings of the Special Interest Group on Biometrics and Electronic Signatures. Darmstadt: Society for Informatics, 2009, pp. 31-42. ISBN 978-3-88579-249-9.
Publication language:english
Original title:Semantic Conformance Testing Methodology for Finger Minutiae Data
Title (cs):Metodologie testování sémantické shody pro markanty u otisků prstů
Pages:31-42
Proceedings:Proceedings of the Special Interest Group on Biometrics and Electronic Signatures
Conference:Biometrics and Electronic Signatures - Research and Applications
Series:Lecture Notes in Informatics
Place:Darmstadt, DE
Year:2009
ISBN:978-3-88579-249-9
Publisher:Society for Informatics
Keywords
conformance testing, fingerprint recognition, minutiae, image quality
Annotation
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.
BibTeX:
@INPROCEEDINGS{
   author = {Dana Lodrov{\'{a}} and Christoph Busch and Elham Tabassi and
	Wolfgang Krodel and Martin Drahansk{\'{y}}},
   title = {Semantic Conformance Testing Methodology for Finger Minutiae
	Data},
   pages = {31--42},
   booktitle = {Proceedings of the Special Interest Group on Biometrics and
	Electronic Signatures},
   series = {Lecture Notes in Informatics},
   year = {2009},
   location = {Darmstadt, DE},
   publisher = {Society for Informatics},
   ISBN = {978-3-88579-249-9},
   language = {english},
   url = {http://www.fit.vutbr.cz/research/view_pub.php?id=9049}
}

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