Learning-free iris segmentation revisited: A first step toward fast volumetric operation over video samples

J Kinnison, M Trokielewicz, C Carballo… - … on Biometrics (ICB), 2019 - ieeexplore.ieee.org
speed and accuracy has led us to introduce a new paradigm for iris segmentation in this
paper by processing iris … Since iris recognition cameras usually capture iris videos internally, …

Iris segmentation for non-ideal Iris biometric systems

F Jan, S Alrashed, N Min-Allah - Multimedia Tools and Applications, 2024 - Springer
… To combat highlighted issues, research community resorted towards the use of iris biometric
technology. It uses a non-invasive method to acquire image data from humans and applies …

Toward more accurate iris recognition using dilated residual features

K Wang, A Kumar - IEEE Transactions on Information Forensics …, 2019 - ieeexplore.ieee.org
… for iris recognition and attempts to improve the accuracy using a more simplified framework
to more accurately … methods is still below the expectations or the potential from this biometric. …

Towards complete and accurate iris segmentation using deep multi-task attention network for non-cooperative iris recognition

C Wang, J Muhammad, Y Wang, Z He… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… algorithms such as Daugman’s integro-differential operator [6] and Wilde’s circular Hough
transforms [7] were developed for controlled iris biometric setup (eg, close acquisition distance…

FMnet: Iris Segmentation and Recognition by Using Fully and Multi-Scale CNN for Biometric Security

R Tobji, W Di, N Ayoub - Applied Sciences, 2019 - mdpi.com
… “FM net ” for iris recognition by using Fully Convolutional … resolutions, our proposed iris
recognition method overcomes the … It can observed that peak results do not occur toward the …

An effective iris segmentation scheme for noisy images

F Jan, N Min-Allah - Biocybernetics and Biomedical Engineering, 2020 - Elsevier
Iris segmentation plays a critical role in the iris biometriciris segmentation algorithm, this
study utilized the accuracy rate … n 1 represents the number of irises being localized correctly by …

Iris recognition development techniques: a comprehensive review

JR Malgheet, NB Manshor, LS Affendey - Complexity, 2021 - Wiley Online Library
… initial step towards a large-scale study about iris recognition. … biometric recognition systems,
the iris recognition system (IRS) is the system with higher efficiency and is the more reliable

Segmentation-Aware and Adaptive Iris Recognition

K Wang, A Kumar - arXiv preprint arXiv:2001.00989, 2019 - arxiv.org
… and convenient biometric for person identification and has … accurate less-constrained iris
recognition. The effectiveness of this framework is evaluated on three publicly available iris

Exploiting superior CNN-based iris segmentation for better recognition accuracy

H Hofbauer, E Jalilian, A Uhl - Pattern Recognition Letters, 2019 - Elsevier
iris constitutes one of the most powerful biometric characteristics utilized by iris recognition
algorithms to extract discriminative biometric … ; the kernel size increases towards the center of …

Deep learning for iris recognition: A survey

K Nguyen, H Proença, F Alonso-Fernandez - ACM Computing Surveys, 2024 - dl.acm.org
iris biometrics: segmentation and recognition. Second, we focus on deep learning techniques
for the robustness of iris recognition … The paper is oriented toward postmortem iris analysis, …