基于光照分离模型的显微图像清晰度判定
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王一刚(1975-),男,浙江宁波人,博士研究生,副教授, 主要从事立体显微图像处理、立体视觉和数字信号处理方面的研究.

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国家自然科学基金(61071120,2)和宁波市自然科学基金(2011A610200,0A610111)资助项目 (1.宁波大学 信息科学与工程学院,浙江 宁波 315211; 2.浙江大学宁波 理工学院 信息学院,浙江 宁波 315010)


A micro-image definition assessment method based on illumination eliminated mod el
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    摘要:

    由于环境光照的影响,显微镜镜片组在对同一目标成像和计算它们 的清晰度时会产生较大偏差。本文基于暗通道先验方法,提出了显微图像光照分离和目标定 位模型,进而实现了一种对环境光照影响具有鲁棒性的清晰度计算方法。首先通过计算暗通 道得到传输衰减,接着通过分析传输衰减得到显微图像目标区域和光照分离后图像,最后计 算目标图像清晰度。实验结果表 明,本文方法能有效抑制光照对图像清晰度计算的影响,归一化方差的抑制量最大达到85%,可用于显微镜镜片组的合焦自动检测。

    Abstract:

    Because of the impact of ambient illum ination,there may exist large deviation in calculating micro-image definitio n according to the traditional definition estimation methods,when the microscope lens group is used to capture micro-image to the same target.The impact may lead to that the assessed micro-image′s definitions fluctuate fiercely.In order to eliminate the effect of ambient illumination,an i llumination separated model and a target object location model are proposed based on the dark channel prior.Furth ermore,an illumination separated model is adopted and a new micro-image definition assessment method is given,wh ich is robust to ambient illumination.Transmission attenuation of the light is first obtained by computi ng dark channel of micro-image, target areas of micro-image are located and the illumination separated image is obtained by analyzing the transmission attenuation,and finally the micro-image definition is more effici ently assessed.Experiment is performed to verify the efficiency of the proposed method.The experimental results show that the proposed method can efficiently suppress the impact of ambient illumination in the proces s of computing micro-image definition,and as a result,the maximal normalized variance is suppressed with 85% with the proposed method. Moreover,the proposed method can be used in the in-focus auto-detecting of mi croscopy lens group.

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王一刚,蒋刚毅,郁梅,彭宗举,邵枫,范胜利.基于光照分离模型的显微图像清晰度判定[J].光电子激光,2013,(11):2226~2232

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  • 收稿日期:2013-03-10
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