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基于超分辨图像复原的显微圆孔孔径测量方法

Microscoic pore size measurement based on super-resolution image restoration

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【作者】 汤亚杰路林吉

【Author】 TANG Yajie;LU Linji;School of Electronic Information and Electrical Engineering,Shanghai Jiao Tong University;Shanghai Institute of Measurement and Testing Technology;

【机构】 上海交通大学电子信息与与电气工程学院上海市计量测试技术研究院

【摘要】 为提高圆孔的光学显微测量准确性,研究了基于超分辨图像复原的显微圆孔孔径测量方法。该方法通过超分辨图像复原处理圆孔显微图像,提高了传统光学显微系统对圆孔成像的分辨率,确定了以超分辨复原图像灰度值为0.399作为圆孔物理边缘判据,实现对圆孔边缘的准确探测。理论分析表明该方法可准确测量微米级及以上直径圆孔。核孔膜孔径测量实验中,由二值化图像得到孔径测量结果为6.35μm(测量不确定度为0.08μm),与扫描电镜测量结果6.268μm(测量不确定度为0.083μm)相符,测量误差仅0.08μm。该技术有助于实现对圆孔形状的快速、准确在线测量。

【Abstract】 An optical microscopy for pore size measurement based on super-resolution image restoration is proposed to obtain an accurate measurement.The method facilitates the fast and accurate online inspection of pore structure.By super-resolution image restoration,the lateral resolution of the pore image is significantly improved,yielding a reasonable circle edge-setting criterion of 0.399,and achieving precise pore edge detection.Theoretical analysis shows that the proposed method can measure the pore with diameter of micron magnitude and higher.The nuclear track-etched membrane pore size measurement result obtained by the proposed method is 6.35(0.08)μm,which agrees well with the scanning electron microscope result of 6.268(0.083)μm,and the measurement error is 0.08μm.

  • 【文献出处】 光学仪器 ,Optical Instruments , 编辑部邮箱 ,2016年05期
  • 【分类号】TP391.41
  • 【下载频次】86
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