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, …

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…

Towards more accurate iris recognition using deeply learned spatially corresponding features

Z Zhao, A Kumar - … of the IEEE international conference on …, 2017 - openaccess.thecvf.com
… Despite the popularity of iris recognition in biometrics, conventional iris feature descriptors
does have several limitations. The summaries of earlier work in [7] and [8] reveal that existing …

IrisSeg: A fast and robust iris segmentation framework for non-ideal iris images

A Gangwar, A Joshi, A Singh… - … on biometrics (ICB), 2016 - ieeexplore.ieee.org
… -art iris segmentation framework specifically for non-ideal irises. … The segmentation accuracy
(SA) is evaluated using well … Toward accurate and fast iris segmentation for iris biometrics', …

Accurate iris segmentation in non-cooperative environments using fully convolutional networks

N Liu, H Li, M Zhang, J Liu, Z Sun… - … on Biometrics (ICB), 2016 - ieeexplore.ieee.org
… Robust and accurate iris segmentation is a key procedure to ensure high iris recognition
rate. In this paper, we have developed a much more accurate and efficient iris segmentation …

Toward Accurate and Reliable Iris Segmentation Using Uncertainty Learning

J Wei, H Huang, M Sun, Y Wang, M Ren, R He… - arXiv preprint arXiv …, 2021 - arxiv.org
… With the increasing demands of biometrics available in the non-invasive and masked face
… identification using ocular biometrics, including iris recognition known for its high accuracy. …

Toward an efficient iris recognition system on embedded devices

DP Benalcazar, JE Tapia, M Vasquez, L Causa… - IEEE …, 2023 - ieeexplore.ieee.org
… ABSTRACT Iris Recognition (IR) is one of the market’s most reliable and accurate biometric
systems. Today, it is challenging to build NearInfraRed (NIR) capturing devices under the …

[HTML][HTML] 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 …

Attention guided U-Net for accurate iris segmentation

S Lian, Z Luo, Z Zhong, X Lin, S Su, S Li - Journal of Visual Communication …, 2018 - Elsevier
biometric recognition, iris segmentation can also play a significant role for medical concerns.
Accurate iris segmentation is … , we propose an accurate and robust iris segmentation model, …