A comprehensive review on iris image-based biometric system

JJ Winston, DJ Hemanth - Soft Computing, 2019 - Springer
Iris image-based biometric systems are commonly used in applications that demand
security, authentication, recognition and faster login access. In solving these real-time …

Fuzzified image enhancement for deep learning in iris recognition

M Liu, Z Zhou, P Shang, D Xu - IEEE Transactions on Fuzzy …, 2019 - ieeexplore.ieee.org
Deep learning techniques such as convolutional neural network and capsule network have
attained good results in iris recognition. However, due to the influence of eyelashes, skin …

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 …

FRED-Net: Fully residual encoder–decoder network for accurate iris segmentation

M Arsalan, DS Kim, MB Lee, M Owais… - Expert Systems with …, 2019 - Elsevier
Iris recognition is now developed enough to recognize a person from a distance. The
process of iris segmentation plays a vital role in maintaining the accuracy of the iris-based …

An intelligent method for iris recognition using supervised machine learning techniques

N Ahmadi, M Nilashi, S Samad, TA Rashid… - Optics & Laser …, 2019 - Elsevier
In the new millennium, with chaotic situation that exist in the world, people are threaten with
multifarious terrorist attacks. There have been several intelligent ways in order to recognize …

Eyenet: Attention based convolutional encoder-decoder network for eye region segmentation

P Kansal, S Devanathan - 2019 IEEE/CVF International …, 2019 - ieeexplore.ieee.org
With the immersive development in the field of augmented and virtual reality, accurate and
speedy eye-tracking is required. Facebook Research has organized a challenge, named …

Unconstrained iris segmentation using convolutional neural networks

S Ahmad, B Fuller - Computer Vision–ACCV 2018 Workshops: 14th Asian …, 2019 - Springer
The extraction of consistent and identifiable features from an image of the human iris is
known as iris recognition. Identifying which pixels belong to the iris, known as segmentation …

Iris recognition with image segmentation employing retrained off-the-shelf deep neural networks

D Kerrigan, M Trokielewicz, A Czajka… - … on Biometrics (ICB), 2019 - ieeexplore.ieee.org
This paper offers three new, open-source, deep learning-based iris segmentation methods,
and the methodology how to use irregular segmentation masks in a conventional Gabor …

Recent trends of ROI segmentation in iris biometrics: a survey

R Vyas, T Kanumuri, G Sheoran… - International Journal of …, 2019 - inderscienceonline.com
Segmentation in iris biometrics deals with the localisation of inner and outer boundaries of
the iris and isolation of the region of interest (ROI) from the input eye image. The isolated …

Sclera-net: Accurate sclera segmentation in various sensor images based on residual encoder and decoder network

RA Naqvi, WK Loh - IEEE Access, 2019 - ieeexplore.ieee.org
Sclera segmentation is revealed to be of noteworthy importance for ocular biometrics. The
paramount step for biometric recognition methods is the segmentation of the area of interest …