SIPFormer: Segmentation of multiocular biometric traits with transformers

B Hassan, T Hassan, R Ahmed… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The advancements in machine vision have opened up new avenues for implementing
multimodal biometric identification systems for real-world applications. These systems can …

Sip-segnet: A deep convolutional encoder-decoder network for joint semantic segmentation and extraction of sclera, iris and pupil based on periocular region …

B Hassan, R Ahmed, T Hassan, N Werghi - arXiv preprint arXiv …, 2020 - arxiv.org
The current developments in the field of machine vision have opened new vistas towards
deploying multimodal biometric recognition systems in various real-world applications …

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 …

On the performance improvement of non-cooperative iris biometrics using segmentation and feature selection techniques

AA Nithya, C Lakshmi - International Journal of Biometrics, 2019 - inderscienceonline.com
In this work, an improved segmentation methodology and a novel statistical dependency-
based backward feature selection algorithm are proposed. From the input eye image, iris …

Encoder-decoder convolutional neural network based iris-sclera segmentation

G Şahin, O Susuz - 2019 27th Signal Processing and …, 2019 - ieeexplore.ieee.org
Iris-sclera biometry is one of the features that yields high accuracy in user recognition and
liveness detection systems. In this study, segmentation processes the first stage of an iris …

Fusion of iris segmentation results

A Uhl, P Wild - Progress in Pattern Recognition, Image Analysis …, 2013 - Springer
While combining more than one biometric sample, recognition algorithm, modality or sensor,
commonly referred to as multi-biometrics, is common practice to improve accuracy of …

Multi-spectral iris segmentation in visible wavelengths

T Schlett, C Rathgeb, C Busch - 2018 International Conference …, 2018 - ieeexplore.ieee.org
While traditional iris recognition systems operate using near-infrared images, visible
wavelength approaches have gained attention in recent years due to a variety of reasons …

Real time iris segmentation quality evaluation using medoids

UUC Ejiogu, ON Iloanusi - Pattern Recognition, 2023 - Elsevier
Integrating an efficient and robust iris segmentation-quality estimation module in iris
biometric systems will undoubtedly enhance its performance and competitive advantage. It …

Visible wavelength iris segmentation: a multi-class approach using fully convolutional neuronal networks

D Osorio-Roig, C Rathgeb… - … Conference of the …, 2018 - ieeexplore.ieee.org
Iris segmentation under visible wavelengths (VWs) is a vital processing step for iris
recognition systems operating ata-distance or in non-cooperative environments. In these …

[PDF][PDF] Towards multi-modal sclera and iris biometric recognition with adaptive liveness detection

A Das - Ph. D. dissertation, 2017 - core.ac.uk
Security breaches due to misidentification of an individual pose one of the greatest threats
and challenges for today's world. The use of biometrics can be quite promising in minimising …