可见光虹膜采集质量评估与精确定位系统设计
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中北大学 仪器与电子学院 太原 030051

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TP391.4

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Design of Iris Collection Quality Evaluation and Accurate Positioning System based on Visible Light
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School of Instrument and Electronics, North University of China, Taiyuan 030051, China

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    摘要:

    针对虹膜采集设备昂贵和可见光虹膜采集易受光照不均、光斑、镜面反射、睫毛遮挡等干扰导致图像质量差、虹膜定位困难的问题,设计出一种可见光下采集虹膜图像并质量评估与虹膜定位系统。该系统以Raspberry Pi 3B+(RPi 3B+)为核心,驱动IMX477R图像传感器采集多张眼部图像。首先采用MSRCR算法对图像增强对比度和拉格朗日插值法去除光斑,然后采用Tenegrad函数评估图像清晰度质量,最后采用灰度特性阈值化和Daugman圆梯度算法定位虹膜内边缘以及采用微小区域搜索法和混合测地线区域曲线演化法定位虹膜外边缘。测试结果表明,虹膜采集系统运行稳定,性价比高,图像质量评估合格率达84%,虹膜定位准确率达91%。

    Abstract:

    Aiming at the problem that the iris collection equipment is expensive and the image quality is poor and the iris positioning is difficult due to the iris collection based on visible light is susceptible to uneven illumination, light spots, specular reflection, eyelash occlusion, etc. A system for collecting iris images based on visible light and evaluating quality and iris positioning is designed. The system takes Raspberry Pi 3B+(RPi 3B+) as the core and drives the IMX477R image sensor to collect multiple eye images.First, the MSRCR algorithm is used to enhance the contrast of the image and the Lagrangian interpolation method is used to remove the effect of the light spot.Second, the Tenegrad function is used to evaluate the image sharpness quality.Finally,the inner edge of the iris was positioned by the gray characteristic thresholded and Daugman circular gradient algorithm, and the outer edge of the iris was positioned by the small area search method and hybrid geodesic area curve evolution method. The test results show that the iris acquisition system is stable and cost-effective, the image quality evaluation pass rate reaches 84% and the iris positioning accuracy rate reaches 91%.

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李晓宇,孟令军,王佳军,薛志凌.可见光虹膜采集质量评估与精确定位系统设计[J].电子测量技术,2021,44(11):67-72

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  • 在线发布日期: 2024-09-18
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