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Apr, 2024
使用生成对抗网络合成虹膜图像:调查与比较分析
Synthesizing Iris Images using Generative Adversarial Networks: Survey and Comparative Analysis
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Shivangi Yadav, Arun Ross
TL;DR
使用基于生成对抗网络的合成虹膜图像生成技术进行全面评估,旨在为培训和测试虹膜识别系统和攻击检测器提供真实和可用的虹膜图像。该综述分析了不同模型生成的图像在真实性、唯一性和生物特征实用性方面的优缺点,以发展稳健的虹膜匹配器和攻击检测器。
Abstract
biometric systems
based on
iris recognition
are currently being used in border control applications and mobile devices. However, research in
iris
→