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Iris recognition development techniques: a comprehensive review
Recently, iris recognition techniques have achieved great performance in identification.
Among authentication techniques, iris recognition systems have received attention very …
Among authentication techniques, iris recognition systems have received attention very …
Iris recognition with off-the-shelf CNN features: A deep learning perspective
Iris recognition refers to the automated process of recognizing individuals based on their iris
patterns. The seemingly stochastic nature of the iris stroma makes it a distinctive cue for …
patterns. The seemingly stochastic nature of the iris stroma makes it a distinctive cue for …
Post-mortem iris recognition—a survey and assessment of the state of the art
Post-mortem biometrics entails utilizing the biometric data of a deceased individual for
determining or verifying human identity. Due to fundamental biological changes that occur in …
determining or verifying human identity. Due to fundamental biological changes that occur in …
Exploiting superior CNN-based iris segmentation for better recognition accuracy
H Hofbauer, E Jalilian, A Uhl - Pattern Recognition Letters, 2019 - Elsevier
CNN-based iris segmentations have been proven to be superior to traditional iris
segmentation techniques in terms of segmentation error metrics. To properly utilize them in a …
segmentation techniques in terms of segmentation error metrics. To properly utilize them in a …
Cancelable multi-biometric approach using fuzzy extractor and novel bit-wise encryption
The widespread deployment of multi-biometrics to authenticate users prompts the need for
biometric systems with high recognition performance. Further, the biometric data, once …
biometric systems with high recognition performance. Further, the biometric data, once …
Alignment-robust cancelable biometric scheme for iris verification
In this paper, we propose a histogram of oriented gradient inspired cancelable biometrics–
Random Augmented Histogram of Gradients (HoG) for iris template protection. The …
Random Augmented Histogram of Gradients (HoG) for iris template protection. The …
Iris segmentation using fully convolutional encoder–decoder networks
E Jalilian, A Uhl - Deep learning for biometrics, 2017 - Springer
As a considerable breakthrough in artificial intelligence, deep learning has gained great
success in resolving key computer vision challenges. Accurate segmentation of the iris …
success in resolving key computer vision challenges. Accurate segmentation of the iris …
End-to-end iris segmentation using u-net
Iris segmentation is an important research topic that received significant attention from the
research community over the years. Traditional iris segmentation techniques have typically …
research community over the years. Traditional iris segmentation techniques have typically …
[HTML][HTML] A cancelable biometric identification scheme based on bloom filter and format-preserving encryption
Biometric based authentication systems are being prominently used everywhere. The
biometric data, popularly known as a biometric template, is generally stored on the database …
biometric data, popularly known as a biometric template, is generally stored on the database …
Outsmarting Biometric Imposters: Enhancing Iris-Recognition System Security through Physical Adversarial Example Generation and PAD Fine-Tuning
In this paper we address the vulnerabilities of iris recognition systems to both image-based
impersonation attacks and Presentation Attacks (PAs) in physical environments. While …
impersonation attacks and Presentation Attacks (PAs) in physical environments. While …