A keypoints-based feature extraction method for iris recognition under variable image quality conditions

Y Alvarez-Betancourt, M Garcia-Silvente - Knowledge-Based Systems, 2016 - Elsevier
Iris recognition is a very reliable biometric modality for human identification. The immutable
and unique characteristics of the iris are the foundations for that claim. Currently, research …

Iris recognition development techniques: a comprehensive review

JR Malgheet, NB Manshor, LS Affendey - Complexity, 2021 - Wiley Online Library
Recently, iris recognition techniques have achieved great performance in identification.
Among authentication techniques, iris recognition systems have received attention very …

SIFT-based iris recognition revisited: prerequisites, advantages and improvements

C Rathgeb, J Wagner, C Busch - Pattern Analysis and Applications, 2019 - Springer
Scale-invariant feature transform (SIFT), which represents a general purpose image
descriptor, has been extensively used in the field of biometric recognition. Focusing on iris …

Efficient iris recognition based on optimal subfeature selection and weighted subregion fusion

Y Chen, Y Liu, X Zhu, F He, H Wang… - The Scientific World …, 2014 - Wiley Online Library
In this paper, we propose three discriminative feature selection strategies and weighted
subregion matching method to improve the performance of iris recognition system. Firstly …

SIFT based iris recognition with normalization and enhancement

G Yang, S Pang, Y Yin, Y Li, X Li - International Journal of Machine …, 2013 - Springer
SIFT is a novel and promising method for iris recognition. However, some shortages exist in
many related methods, such as difficulty of feature extraction, feature loss, and noise point …

Iris recognition using shape-guided approach and game theory

K Roy, P Bhattacharya, CY Suen - Pattern Analysis and Applications, 2011 - Springer
Most state-of-the-art iris recognition algorithms claim to perform with a very high recognition
accuracy in a strictly controlled environment. However, their recognition accuracies …

Improving iris recognition performance using segmentation, quality enhancement, match score fusion, and indexing

M Vatsa, R Singh, A Noore - IEEE Transactions on Systems …, 2008 - ieeexplore.ieee.org
This paper proposes algorithms for iris segmentation, quality enhancement, match score
fusion, and indexing to improve both the accuracy and the speed of iris recognition. A 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 …

An effective and fast iris recognition system based on a combined multiscale feature extraction technique

M Nabti, A Bouridane - Pattern recognition, 2008 - Elsevier
The randomness of iris pattern makes it one of the most reliable biometric traits. On the other
hand, the complex iris image structure and the various sources of intra-class variations result …

[PDF][PDF] Improved feature processing for iris biometric authentication system

S Dey, D Samanta - International Journal of Computer Science and …, 2010 - academia.edu
Iris-based biometric authentication is gaining importance in recent times. Iris biometric
processing however, is a complex process and computationally very expensive. In the …