Cappelli, Raffaele and Ferrara, Matteo and Maltoni, Davide and Tistarelli, Massimo (2011) MCC: a baseline algorithm for fingerprint verification in FVC-onGoing. In: 11th International Conference on Control Automation Robotics & Vision (ICARCV), 2010, 7-10 December 2010, Singapore. Piscataway, IEEE. p. 19-23. ISBN 978-1-4244-7814-9. Conference or Workshop Item.
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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.
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