MCC: A baseline algorithm for fingerprint verification in FVC-onGoing

This paper describes an improved version of the MCC fingerprint matching approach. An in-depth error analysis allowed us to point out the weakest points of the original MCC and to design: i) a more effective minutiae pair selection and ii) a more distortion-tolerant relaxation. The parameters of the...

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Bibliographic Details
Published in2010 11th International Conference on Control Automation Robotics and Vision pp. 19 - 23
Main Authors Cappelli, R, Ferrara, M, Maltoni, D, Tistarelli, M
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.12.2010
Subjects
Benchmark testing
Companies
Fingerprint matching
Fingerprint recognition
Fingerprint verification
Fingerprints
FVC-onGoing
ISO
ISO standards
Minutia Cylinder-Code
Training
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ISBN1424478146
9781424478149
DOI10.1109/ICARCV.2010.5707958

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Summary:This paper describes an improved version of the MCC fingerprint matching approach. An in-depth error analysis allowed us to point out the weakest points of the original MCC and to design: i) a more effective minutiae pair selection and ii) a more distortion-tolerant relaxation. The parameters of the new version have been tuned over a new larger dataset and the final algorithm has been evaluated on FVC-onGoing. The results show that MCC compares favorably with some of the most accurate commercial algorithms published in FVC-onGoing.
ISBN:1424478146
9781424478149
DOI:10.1109/ICARCV.2010.5707958