Experimental Study on the Effect of Pattern Variationand Feature Points on Fingerprint Matching
Dublin Core
Title
Experimental Study on the Effect of Pattern Variationand Feature Points on Fingerprint Matching
Subject
fingerprint, pattern variation, singular point,
features, matching.
features, matching.
Description
Fingerprint has been adjudged as the most
reliable means of identification and authentication of an
individual because of its uniqueness, high immutability
and unchanging patterns. Typically, the ridges of fingers
consist of different pattern types whose attributes are
often extracted for matching during fingerprint
classification. The occurrence of these patterns vary
among fingerprint, which has significantly affected the
accuracy of fingerprint recognition and classification
processes. This paper therefore focuses on the
investigation of the impact of pattern variation, singular
points and feature points on fingerprint matching. The
investigation was based on benchmarked FVC2000,
FVC2002, FVC2004 and FVC2006 fingerprint databases
which comprise four datasets each from different sources
and of varied types. The obtained false non match rate
(FNMR), false match rate (FMR), total matching time
(TMT) and average matching time (AMT) values
revealed that use of multiple matching criteria will lead
to extension in the fingerprint matching time.
reliable means of identification and authentication of an
individual because of its uniqueness, high immutability
and unchanging patterns. Typically, the ridges of fingers
consist of different pattern types whose attributes are
often extracted for matching during fingerprint
classification. The occurrence of these patterns vary
among fingerprint, which has significantly affected the
accuracy of fingerprint recognition and classification
processes. This paper therefore focuses on the
investigation of the impact of pattern variation, singular
points and feature points on fingerprint matching. The
investigation was based on benchmarked FVC2000,
FVC2002, FVC2004 and FVC2006 fingerprint databases
which comprise four datasets each from different sources
and of varied types. The obtained false non match rate
(FNMR), false match rate (FMR), total matching time
(TMT) and average matching time (AMT) values
revealed that use of multiple matching criteria will lead
to extension in the fingerprint matching time.
Creator
Oluwatayo Samuel Ogunlana, Gabriel Babatunde Iwasokun
Source
www.ijcit.com
Date
June 2023
Contributor
peri irawan
Format
pdf
Language
english
Type
text
Files
Collection
Citation
Oluwatayo Samuel Ogunlana, Gabriel Babatunde Iwasokun, “Experimental Study on the Effect of Pattern Variationand Feature Points on Fingerprint Matching,” Repository Horizon University Indonesia, accessed May 30, 2025, https://repository.horizon.ac.id/items/show/9124.