An Iris Image Super-Resolution Model Based on Swin Transformer and Generative Adversarial Network

An Iris Image Super-Resolution Model Based on Swin Transformer and Generative Adversarial Network

The process of iris recognition can result in a decline in recognition performance when the resolution of the iris images is insufficient. In this study, a super-resolution model for iris images, namely SwinGIris, which combines the Swin Transformer and the Generative Adversarial Network (GAN), is i...

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Bibliographic Details
Main Authors: Hexin Lu, Xiaodong Zhu, Jingwei Cui, Haifeng Jiang
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Algorithms
Subjects:
iris recognition
image reconstruction
super-resolution
transformer
Generative Adversarial Network (GAN)
Online Access:https://www.mdpi.com/1999-4893/17/3/92

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