A multi-biometric iris recognition system based on a deep learning approach

AS Al-Waisy, R Qahwaji, S Ipson, S Al-Fahdawi… - Pattern Analysis and …, 2018 - Springer
Multimodal biometric systems have been widely applied in many real-world applications due
to its ability to deal with a number of significant limitations of unimodal biometric systems …

Convolutional neural network based feature extraction for iris recognition

MG Alaslani - International Journal of Computer Science & …, 2018 - papers.ssrn.com
Iris is a powerful tool for reliable human identification. It has the potential to identify
individuals with a high degree of assurance. Extracting good features is the most significant …

An intelligent method for iris recognition using supervised machine learning techniques

N Ahmadi, M Nilashi, S Samad, TA Rashid… - Optics & Laser …, 2019 - Elsevier
In the new millennium, with chaotic situation that exist in the world, people are threaten with
multifarious terrorist attacks. There have been several intelligent ways in order to recognize …

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 …

An Iris Recognition System Using CNN & VGG16 Technique

A Singh, A Pandey, M Rakhra, D Singh… - … (Trends and Future …, 2022 - ieeexplore.ieee.org
The human iris is a magnificent asset that can be used reliably for identifying purposes. It
can eventually recognize humans with a serve degree of assertiveness. The extraction of …

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 …

Deepiris: Iris recognition using a deep learning approach

S Minaee, A Abdolrashidi - arXiv preprint arXiv:1907.09380, 2019 - arxiv.org
Iris recognition has been an active research area during last few decades, because of its
wide applications in security, from airports to homeland security border control. Different …

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 …

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 …

An effective and fast iris recognition system based on a combined multiscale feature extraction technique

M Nabti, A Bouridane - Pattern recognition, 2008 - Elsevier
The randomness of iris pattern makes it one of the most reliable biometric traits. On the other
hand, the complex iris image structure and the various sources of intra-class variations result …