Supervised Contrastive Learning and Intra-Dataset Adversarial Adaptation for Iris Segmentation

Supervised Contrastive Learning and Intra-Dataset Adversarial Adaptation for Iris Segmentation

Precise iris segmentation is a very important part of accurate iris recognition. Traditional iris segmentation methods require complex prior knowledge and pre- and post-processing and have limited accuracy under non-ideal conditions. Deep learning approaches outperform traditional methods. However,...

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Bibliographic Details
Main Authors: Zhiyong Zhou, Yuanning Liu, Xiaodong Zhu, Shuai Liu, Shaoqiang Zhang, Yuanfeng Li
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Entropy
Subjects:
contrastive learning
adversarial adaptation
iris segmentation
deep learning
Online Access:https://www.mdpi.com/1099-4300/24/9/1276

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https://www.mdpi.com/1099-4300/24/9/1276

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