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A Study on Fast Iris Restoration Based on Focus Checking

机译:基于焦点检查的虹膜快速恢复研究

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摘要

For accurate iris recognition, it is essential to acquire focused iris images. If a blurred iris image is acquired, the performance of the iris recognition is degraded, because the iris pattern is transformed by blurring such as optical defocusing. In previous researches, they use auto focusing lens for iris recognition camera, but it is too bulky and costly to be applied to mobile phone. So, we propose the new method to increase DOF region with new iris image restoration algorithm based on focus score without any additional hardware. Different from conventional image restoration algorithm, it can be operated at fast speed and used for real-time iris recognition camera.
机译:为了准确识别虹膜,必不可少的是获取聚焦的虹膜图像。如果获取了模糊的虹膜图像,则由于虹膜图案通过诸如光学散焦之类的模糊而变形,因此虹膜识别的性能下降。在以前的研究中,他们将自动聚焦镜头用于虹膜识别相机,但是它太大且昂贵,无法应用于手机。因此,我们提出了一种基于聚焦分数的虹膜图像恢复算法,无需任何额外的硬件即可增加自由度区域。与传统的图像恢复算法不同,它可以快速运行并用于实时虹膜识别相机。

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