FVC2002: Second Fingerprint Verification Competition
نویسندگان
چکیده
Two years after the first edition, a new Fingerprint Verification Competition (FVC2002) was organized by the authors, with the aim of determining the state-of-theart in this challenging pattern recognition application. The experience and the feedback received from FVC2000 allowed the authors to improve the organization of FVC2002 and to capture the attention of a significantly higher number of academic and commercial organizations (33 algorithms were submitted). This paper discusses the FVC2002 database, the test protocol and the main differences between FVC2000 and FVC2002. The algorithm performance evaluation will be presented at the 16 ICPR.
منابع مشابه
Robust Fingerprint Identification System Using Backpropagation and ART Neural Networks
This paper describes a robust minutiae-based fingerprint identification method suitable for use in small populations. System employs two serially connected neural networks in which fingerprint feature extraction is carried out by the first network – a backpropagation neural network and matching by the second an adaptive resonance theory network which performs the decision making task of matchin...
متن کاملFingerprint Recognition with Cellular Partitioning and Co-Sinusoidal Triplets
In this fingerprint verification approach, a fingerprint image is divided into equally sized cells and the pattern is represented by a substitute resulting in a feature vector of fixed length. A related ISO standard recommends three different approaches for the selection of these. It suggests a cell size of approximately two ridges per cell. For the co-sinusoidal triplet approach for the retrie...
متن کاملFVC2004: Third Fingerprint Verification Competition
A new technology evaluation of fingerprint verification algorithms has been organized following the approach of the previous FVC2000 and FVC2002 evaluations, with the aim of tracking the quickly evolving state-ofthe-art of fingerprint recognition systems. Three sensors have been used for data collection, including a solid state sweeping sensor, and two optical sensors of different characteristi...
متن کاملA Secure Multimatcher System for Fingerprint Verification
In this work we propose a multimatcher system for fingerprint verification for obtaining a system that is almost comparable with the state-of-the-art commercial matchers. One of the main problems in fingerprint identification, given the frequency of low quality images, is to adjust, as optimally as possible, the alignment of two fingerprints for comparison. In this paper we describe a multimatc...
متن کاملAn Exact Ridge Matching Algorithm for Fingerprint Verification
Unlike traditional minutiae-based fingerprint matching approach, which establishes the minutiae correspondence between two fingerprints, in this paper a novel ridge-based fingerprint matching algorithm, which establishes the exact ridge correspondence between two fingerprints is proposed. The ridge correspondence is called ‘exact’ because correspondences between points on ridges are also establ...
متن کامل