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LODROVÁ, D. BUSCH, C. TABASSI, E. KRODEL, W. DRAHANSKÝ, M.
Original Title
Semantic Conformance Testing Methodology for Finger Minutiae Data
Type
conference paper
Language
English
Original Abstract
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.
Keywords
conformance testing, fingerprint recognition, minutiae, image quality
Authors
LODROVÁ, D.; BUSCH, C.; TABASSI, E.; KRODEL, W.; DRAHANSKÝ, M.
RIV year
2009
Released
17. 9. 2009
Publisher
Society for Informatics
Location
Darmstadt
ISBN
978-3-88579-249-9
Book
Proceedings of the Special Interest Group on Biometrics and Electronic Signatures
Edition
Lecture Notes in Informatics
Pages from
31
Pages to
42
Pages count
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" }