Ordinal measures for iris recognition

Z Sun, T Tan - IEEE Transactions on pattern analysis and …, 2008 - ieeexplore.ieee.org
Images of a human iris contain rich texture information useful for identity authentication. A
key and still open issue in iris recognition is how best to represent such textural information …

A keypoints-based feature extraction method for iris recognition under variable image quality conditions

Y Alvarez-Betancourt, M Garcia-Silvente - Knowledge-Based Systems, 2016 - Elsevier
Iris recognition is a very reliable biometric modality for human identification. The immutable
and unique characteristics of the iris are the foundations for that claim. Currently, research …

Toward more accurate iris recognition using dilated residual features

K Wang, A Kumar - IEEE Transactions on Information Forensics …, 2019 - ieeexplore.ieee.org
Iris recognition has emerged as the more accurate, convenient, and low-cost biometric
approach to authenticate human subjects. However, the accuracy offered by current popular …

Iris recognition through machine learning techniques: A survey

M De Marsico, A Petrosino, S Ricciardi - Pattern Recognition Letters, 2016 - Elsevier
Iris recognition is one of the most promising fields in biometrics. Notwithstanding this, there
are not so many research works addressing it by machine learning techniques. In this …

A selective feature information approach for iris image-quality measure

C Belcher, Y Du - IEEE Transactions on Information Forensics …, 2008 - ieeexplore.ieee.org
Poor quality images can significantly affect the accuracy of iris-recognition systems because
they do not have enough feature information. However, existing quality measures have …

Iris matching based on personalized weight map

W Dong, Z Sun, T Tan - IEEE Transactions on Pattern Analysis …, 2010 - ieeexplore.ieee.org
Iris recognition typically involves three steps, namely, iris image preprocessing, feature
extraction, and feature matching. The first two steps of iris recognition have been well …

Personal identification based on iris texture analysis

L Ma, T Tan, Y Wang, D Zhang - IEEE transactions on pattern …, 2003 - ieeexplore.ieee.org
With an increasing emphasis on security, automated personal identification based on
biometrics has been receiving extensive attention over the past decade. Iris recognition, as …

Improving iris recognition accuracy via cascaded classifiers

Z Sun, Y Wang, T Tan, J Cui - IEEE Transactions on Systems …, 2005 - ieeexplore.ieee.org
As a reliable approach to human identification, iris recognition has received increasing
attention in recent years. The most distinguishing feature of an iris image comes from the …

An efficient novel approach for iris recognition based on stylometric features and machine learning techniques

S Adamović, V Miškovic, N Maček… - Future Generation …, 2020 - Elsevier
This paper presents a novel iris recognition system based on machine learning methods.
The motivation behind this research resides in the interrelatedness of biometric systems and …

Iris recognition development techniques: a comprehensive review

JR Malgheet, NB Manshor, LS Affendey - Complexity, 2021 - Wiley Online Library
Recently, iris recognition techniques have achieved great performance in identification.
Among authentication techniques, iris recognition systems have received attention very …