Accurate iris segmentation and recognition using an end-to-end unified framework based on MADNet and DSANet

Y Chen, H Gan, H Chen, Y Zeng, L Xu, AA Heidari… - Neurocomputing, 2023 - Elsevier
Due to their insufficient generalization ability, iris segmentation algorithms based on deep
learning cannot accurately segment iris images without corresponding ground truth (GT) …

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
Iris images captured in non-cooperative environments often suffer from adverse noise, which
challenges many existing iris segmentation methods. To address this problem, this paper …

Deep learning for iris recognition: a review

Y Yin, S He, R Zhang, H Chang, X Han… - arxiv preprint arxiv …, 2023 - arxiv.org
Iris recognition is a secure biometric technology known for its stability and privacy. With no
two irises being identical and little change throughout a person's lifetime, iris recognition is …

Iris segmentation in uncooperative and unconstrained environments: state-of-the-art, datasets and future research directions

H Fathee, S Sahmoud - Digital Signal Processing, 2021 - Elsevier
Most of the classical iris recognition systems require cooperation from users and assume
ideal conditions during iris image acquisition. In uncooperative and unconstrained …

Ssbc 2020: Sclera segmentation benchmarking competition in the mobile environment

M Vitek, A Das, Y Pourcenoux, A Missler… - … Joint Conference on …, 2020 - ieeexplore.ieee.org
The paper presents a summary of the 2020 Sclera Segmentation Benchmarking
Competition (SSBC), the 7th in the series of group benchmarking efforts centred around the …

Framework for biometric iris recognition in video, by deep learning and quality assessment of the iris-pupil region

E Garea-Llano, A Morales-Gonzalez - Journal of Ambient Intelligence and …, 2023 - Springer
In the current world scenario the influence of the COVID19 pandemic has reached universal
proportions affecting almost all countries. In this sense, the need has arisen to wear gloves …

CNN‐based off‐angle iris segmentation and recognition

E Jalilian, M Karakaya, A Uhl - IET Biometrics, 2021 - Wiley Online Library
Accurate segmentation and parameterisation of the iris in eye images still remain a
significant challenge for achieving robust iris recognition, especially in off‐angle images …

OcularSeg: Accurate and Efficient Multi-Modal Ocular Segmentation in Non-Constrained Scenarios

Y Zhang, C Wang, H Li, X Sun, Q Tian, G Zhao - Electronics, 2024 - mdpi.com
Multi-modal ocular biometrics has recently garnered significant attention due to its potential
in enhancing the security and reliability of biometric identification systems in non …

Fast iris segmentation algorithm for visible wavelength images based on multi-color space

S Sahmoud, HN Fathee - … Concepts for Intelligent Vision Systems: 20th …, 2020 - Springer
Iris recognition for eye images acquired in visible wavelength is receiving increasing
attention. In visible wavelength environments, there are many factors that may cover or affect …

Toward an efficient iris recognition system on embedded devices

DP Benalcazar, JE Tapia, M Vasquez, L Causa… - IEEE …, 2023 - ieeexplore.ieee.org
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 premise of …