Pattern mining approaches used in sensor-based biometric recognition: a review

J Chaki, N Dey, F Shi, RS Sherratt - IEEE Sensors Journal, 2019 - ieeexplore.ieee.org
Sensing technologies place significant interest in the use of biometrics for the recognition
and assessment of individuals. Pattern mining techniques have established a critical step in …

A robust iris segmentation scheme based on improved U-net

W Zhang, X Lu, Y Gu, Y Liu, X Meng, J Li - IEEE access, 2019 - ieeexplore.ieee.org
Iris segmentation plays an important role in the iris recognition system, and the accurate
segmentation of iris can lay a good foundation for the follow-up work of iris recognition and …

Non-ideal iris segmentation using Polar Spline RANSAC and illumination compensation

RD Labati, E Muñoz, V Piuri, A Ross, F Scotti - Computer Vision and Image …, 2019 - Elsevier
In this work, we propose a robust iris segmentation method for non-ideal ocular images,
referred to as Polar Spline RANSAC, which approximates the iris shape as a closed curve …

Toward practical remote iris recognition: a boosting based framework

M Zhang, Z He, H Zhang, T Tan, Z Sun - Neurocomputing, 2019 - Elsevier
In this paper, we present a generalized boosting framework to tackle some challenging
problems in practical remote iris recognition, namely, iris detection, iris mislocalization …

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
Subject matching performance in iris biometrics is contingent upon fast, high-quality iris
segmentation. In many cases, iris biometrics acquisition equipment takes a number of …

Application of dynamic saliency maps to the video stream recognition systems with image quality assessment

TS Chernov, SA Ilyuhin… - … Conference on Machine …, 2019 - spiedigitallibrary.org
In this paper we propose an original approach to optical video stream recognition system
design, introducing new modules for image quality assessment, image quality correction …

Specular reflection removal using morphological filtering for accurate iris recognition

SVM Kumar, R Nishanth, N Sani… - … on Smart Structures …, 2019 - ieeexplore.ieee.org
Specular reflection is the brightest point existing in the iris image. The light source used for
iris image acquirement and reflective surface of the cornea are the major causes of specular …

Performance analysis of iris recognition system

R Khanam, Z Haseen, N Rahman, J Singh - Data and Communication …, 2019 - Springer
A biometric system offers automatic identification of an individual based on a unique feature
or characteristic possessed by the individual. Iris recognition is regarded as the most reliable …

An image processing pipeline to segment iris for unconstrained cow identification system

JI Larregui, D Cazzato, SM Castro - Open Computer Science, 2019 - degruyter.com
One of the most evident costs in cow farming is the identification of the animals. Classic
identification processes are labour-intensive, prone to human errors and invasive for the …

Iris localization for direction and deformation independence based on polynomial curve fitting and singleton expansion

R Kapoor, R Gupta, LH Son, R Kumar - Multimedia Tools and Applications, 2019 - Springer
In an authentic biometric system, iris recognition aims to detect the iris pattern of a person.
The single unique pattern of the human iris may be extracted from the image and encoded …