MS-Net: Multi-Segmentation Network for the Iris Region Using Deep Learning in an Unconstrained Environment

MS-Net: Multi-Segmentation Network for the Iris Region Using Deep Learning in an Unconstrained Environment

Iris segmentation is a significant phase in the iris recognition process because segmentation errors cascade into all subsequent phases. Therefore, it is important that errors in iris segmentation are minimised. The U-Net architecture that uses a deep learning approach was previously adopted for thi...

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Bibliographic Details
Main Authors: Jasem Rahman Malgheet, Noridayu Bt Manshor, Lilly Suriani Affendey, Alfian Bin Abdul Halin
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Iris recognition
iris segmentation
traditional techniques
U-Net architecture
convolutional neural network (CNN) techniques
dilated convolution (DC)
Online Access:https://ieeexplore.ieee.org/document/10143191/

Internet

https://ieeexplore.ieee.org/document/10143191/

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