A survey of fingerprint classification Part I: Taxonomies on feature extraction methods and learning models

M Galar, J Derrac, D Peralta, I Triguero… - Knowledge-based …, 2015 - Elsevier
This paper reviews the fingerprint classification literature looking at the problem from a
double perspective. We first deal with feature extraction methods, including the different …

A survey of fingerprint classification part II: experimental analysis and ensemble proposal

M Galar, J Derrac, D Peralta, I Triguero… - Knowledge-Based …, 2015 - Elsevier
In the first part of this paper we reviewed the fingerprint classification literature from two
different perspectives: the feature extraction and the classifier learning. Aiming at answering …

On the spatial distribution of fingerprint singularities

R Cappelli, D Maltoni - IEEE Transactions on Pattern Analysis …, 2008 - ieeexplore.ieee.org
Fingerprint singularities play an important role in several fingerprint recognition and
classification systems. Although some general relationships and constraints about the …

Fingerprint sub-classification: A neural network approach

GA Drets, HG Liljenström - Intelligent biometric techniques in …, 2022 - api.taylorfrancis.com
Fingerprints provide the most widespread biométrie unit of measure used for individual
identification. In forensic applications, narrowing the search space is a crucial stage for …

Fingerprint classification

K Karu, AK Jain - Pattern recognition, 1996 - Elsevier
A fingerprint classification algorithm is presented in this paper. Fingerprints are classified
into five categories: arch, tented arch, left loop, right loop and whorl. The algorithm extracts …

Combining singular points and orientation image information for fingerprint classification

J Li, WY Yau, H Wang - Pattern Recognition, 2008 - Elsevier
Fingerprint classification is crucial to reduce the processing time in a large-scale database.
Two popular features used are the singularities and orientation information and they are …

Fingerprint classification based on extraction and analysis of singularities and pseudo ridges

Q Zhang, H Yan - Pattern Recognition, 2004 - Elsevier
In this paper, we introduce a new approach to fingerprint classification based on extraction
and analysis of both singularities and traced pseudo ridges relating to singular points …

Fingerprint classification by directional image partitioning

R Cappelli, A Lumini, D Maio… - IEEE Transactions on …, 1999 - ieeexplore.ieee.org
In this work, we introduce a new approach to automatic fingerprint classification. The
directional image is partitioned into" homogeneous" connected regions according to the …

Continuous versus exclusive classification for fingerprint retrieval

A Lumini, D Maio, D Maltoni - Pattern Recognition Letters, 1997 - Elsevier
This work addresses the problem of fingerprint retrieval in a large database. Traditional
approaches adopt exclusive classification of fingerprints; the paper shows that a continuous …

Fingerprint classification approaches: An overview

LC Ern, G Sulong - … of the Sixth International Symposium on …, 2001 - ieeexplore.ieee.org
Fingerprint classification was introduced to reduce the searching time of fingerprint
recognition. There have been many new approaches introduced, mostly in the design of …