Towards robust pattern recognition: A review

XY Zhang, CL Liu, CY Suen - Proceedings of the IEEE, 2020 - ieeexplore.ieee.org
The accuracies for many pattern recognition tasks have increased rapidly year by year,
achieving or even outperforming human performance. From the perspective of accuracy …

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 …

Iris and periocular biometrics for head mounted displays: Segmentation, recognition, and synthetic data generation

F Boutros, N Damer, K Raja, R Ramachandra… - Image and Vision …, 2020 - Elsevier
Augmented and virtual reality deployment is finding increasing use in novel applications.
Some of these emerging and foreseen applications allow the users to access sensitive …

[PDF][PDF] Deep sclera segmentation and recognition

P Rot, M Vitek, K Grm, Ž Emeršič, P Peer… - Handbook of vascular …, 2020 - library.oapen.org
In this chapter, we address the problem of biometric identity recognition from the vasculature
of the human sclera. Specifically, we focus on the challenging task of multi-view sclera …

A comprehensive investigation into sclera biometrics: a novel dataset and performance study

M Vitek, P Rot, V Štruc, P Peer - Neural Computing and Applications, 2020 - Springer
The area of ocular biometrics is among the most popular branches of biometric recognition
technology. This area has long been dominated by iris recognition research, while other …

Periocular-assisted multi-feature collaboration for dynamic iris recognition

K Wang, A Kumar - IEEE Transactions on Information Forensics …, 2020 - ieeexplore.ieee.org
Iris recognition has emerged as one of the most accurate and convenient biometric for
person identification and has been increasingly employed in a wide range of e-security …

On benchmarking iris recognition within a head-mounted display for ar/vr applications

F Boutros, N Damer, K Raja… - … Joint Conference on …, 2020 - ieeexplore.ieee.org
Augmented and virtual reality is being deployed in different fields of applications. Such
applications might involve accessing or processing critical and sensitive information, which …

Dynamic graph representation for occlusion handling in biometrics

M Ren, Y Wang, Z Sun, T Tan - Proceedings of the AAAI Conference on …, 2020 - aaai.org
The generalization ability of Convolutional neural networks (CNNs) for biometrics drops
greatly due to the adverse effects of various occlusions. To this end, we propose a novel …

Design and analysis of adaptive graph-based cancelable multi-biometrics approach

GS Walia, K Aggarwal, K Singh… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Multimodal biometric systems provide prospective advantages over traditional unimodal
systems and are employed diversely for numerous applications. However, issues of data …

Cancelable iris template generation by aggregating patch level ordinal relations with its holistically extended performance and security analysis

A Singh, A Arora, A Nigam - Image and Vision Computing, 2020 - Elsevier
Nowadays, biometric-based authentication is gaining immense popularity due to the
widespread usage of digital activities. Among various biometric traits, the iris is one of the …