FVC2000: fingerprint verification competition
Maio, D.
Maltoni, D.
Cappelli, R.
Wayman, J.L.
Jain, A.K.
Dipt. di Elettronica, Inf. e Sistemistica, Bologna Univ.;
This paper appears in: Pattern Analysis and Machine Intelligence, IEEE Transactions on
Publication Date: Mar 2002
Volume: 24,
Issue: 3
On page(s): 402-412
ISSN: 0162-8828
References Cited: 26
CODEN: ITPIDJ
INSPEC Accession Number: 7223263
Digital Object Identifier: 10.1109/34.990140
Current Version Published: 2002-08-07
Abstract
Reliable and accurate fingerprint recognition is a challenging
pattern recognition problem, requiring algorithms robust in many
contexts. FVC2000 competition attempted to establish the first common
benchmark, allowing companies and academic institutions to unambiguously
compare performance and track improvements in their fingerprint
recognition algorithms. Three databases were created using different
state-of-the-art sensors and a fourth database was artificially
generated; 11 algorithms were extensively tested on the four data sets.
We believe that FVC2000 protocol, databases, and results will be useful
to all practitioners in the field not only as a benchmark for improving
methods, but also for enabling an unbiased evaluation of
algorithms
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