无参考图像质量指标可以评估可见波长虹膜样品质量吗?

Xinwei Liu, Marius Pedersen, C. Charrier, Patrick A. H. Bours
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引用次数: 10

摘要

虹膜样本图像的质量直接影响虹膜识别系统的整体性能。近年来,由于成像技术的发展,可见波长虹膜识别受到了广泛的关注。然而,与传统的近红外虹膜生物识别技术相比,无约束成像条件下的虹膜样本质量是一个更具挑战性的问题。因此,为了获得高质量的虹膜识别样本,测量这些虹膜图像的质量至关重要。在本文中,我们研究了通用的无参考图像质量指标是否可以评估可见波长虹膜样本质量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Can no-reference image quality metrics assess visible wavelength iris sample quality?
The overall performance of iris recognition systems is affected by the quality of acquired iris sample images. Due to the development of imaging technologies, visible wavelength iris recognition gained a lot of attention in the past few years. However, iris sample quality of unconstrained imaging conditions is a more challenging issue compared to the traditional near infrared iris biometrics. Therefore, measuring the quality of such iris images is essential in order to have good quality samples for iris recognition. In this paper, we investigate whether general purpose no-reference image quality metrics can assess visible wavelength iris sample quality.
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