Minutia Cylinder-Code: A New Representation and Matching Technique for Fingerprint Recognition

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 sta...

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Vydáno v:IEEE transactions on pattern analysis and machine intelligence Ročník 32; číslo 12; s. 2128 - 2141
Hlavní autoři: Cappelli, Raffaele, Ferrara, Matteo, Maltoni, Davide
Médium: Journal Article
Jazyk:angličtina
Vydáno: Los Alamitos, CA IEEE 01.12.2010
IEEE Computer Society
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:
Algorithm design and analysis
Algorithms
Applied sciences
Artificial Intelligence
Biometric Identification - methods
Bit-oriented
Computer architecture
Computer science; control theory; systems
Consolidation
cylinder-code
Cylinders
Data structures
Databases, Factual
Dermatoglyphics
Exact sciences and technology
fingerprint
Fingerprint recognition
Fingerprints
Humans
IEC standards
Image Processing, Computer-Assisted - methods
ISO standards
ISO/IEC 19794-2
local minutiae matching
Pattern analysis
Pattern matching
Pattern recognition
Pattern recognition. Digital image processing. Computational geometry
Recognition
Representations
Robustness
Spatial databases
Three dimensional
Biometrics
Fingerprint
ISO/IEC 19794-2
Bit-oriented
cylinder-code
local minutiae matching
Invariance
Fingerprint identification
Database
Feasibility
Metric
ISO standard
Data structure
Pattern analysis
Artificial intelligence
ISSN:0162-8828, 1939-3539, 1939-3539
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Popis
Shrnutí: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.
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ISSN:0162-8828
1939-3539
1939-3539
DOI:10.1109/TPAMI.2010.52