DocumentCode :
1442898
Title :
Minutia Cylinder-Code: A New Representation and Matching Technique for Fingerprint Recognition
Author :
Cappelli, Raffaele ; Ferrara, Matteo ; Maltoni, Davide
Author_Institution :
Biometric Syst. Lab., Univ. of Bologna, Cesena, Italy
Volume :
32
Issue :
12
fYear :
2010
Firstpage :
2128
Lastpage :
2141
Abstract :
In this paper, we introduce the Minutia Cylinder-Code (MCC): a novel representation based on 3D data structures (called cylinders), built from minutiae distances and angles. The cylinders can be created starting from a subset of the mandatory features (minutiae position and direction) defined by standards like ISO/IEC 19794-2 (2005). Thanks to the cylinder invariance, fixed-length, and bit-oriented coding, some simple but very effective metrics can be defined to compute local similarities and to consolidate them into a global score. Extensive experiments over FVC2006 databases prove the superiority of MCC with respect to three well-known techniques and demonstrate the feasibility of obtaining a very effective (and interoperable) fingerprint recognition implementation for light architectures.
Keywords :
fingerprint identification; image matching; image representation; 3D data structures; FVC2006 databases; ISO-IEC 19794-2; bit-oriented coding; cylinder invariance; fingerprint recognition; matching technique; minutia cylinder-code; minutiae distances; representation technique; Algorithm design and analysis; Computer architecture; Data structures; Fingerprint recognition; IEC standards; ISO standards; Pattern matching; Pattern recognition; Robustness; Spatial databases; Bit-oriented; ISO/IEC 19794-2; cylinder-code; fingerprint; local minutiae matching.; Algorithms; Artificial Intelligence; Biometric Identification; Databases, Factual; Dermatoglyphics; Humans; Image Processing, Computer-Assisted;
fLanguage :
English
Journal_Title :
Pattern Analysis and Machine Intelligence, IEEE Transactions on
Publisher :
ieee
ISSN :
0162-8828
Type :
jour
DOI :
10.1109/TPAMI.2010.52
Filename :
5432197
Link To Document :
بازگشت