Deep Learning-Based Iris Segmentation Algorithm for Effective Iris Recognition System

In this study, a 19-layer convolutional neural network model is developed for accurate iris segmentation and is trained and validated using five publicly available iris image datasets. An integrodifferential operator is used to create labeled images for CASIA v1.0, CASIA v2.0, and PolyU Iris image...

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Bibliographic Details
Main Authors: Sruthi Kunkuma Balasubramanian, Vijayakumar Jeganathan, Thavamani Subramani
Format: Article
Language:English
Published: Taiwan Association of Engineering and Technology Innovation 2023-01-01
Series:Proceedings of Engineering and Technology Innovation
Subjects:
Online Access:https://ojs.imeti.org/index.php/PETI/article/view/10002