放大倍数对特定特征图像分析测量的影响

George F Vander Voort
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引用次数: 3

摘要

在不同的放大倍率下,使用检测到的圆圈的存储图像(保护帧内的256 × 256图片点)对已知尺寸的测试圆圈进行特征特定测量。用不同物镜测量经校准的测试圆的直径和周长表明,如果将特定的圆放大到在屏幕上显示的直径为15毫米或更大,则直径和周长的测量精度可在真实值的±2%以内。对这些圆的面积的测量表明,如果将圆放大到屏幕上直径为20毫米或更大的程度,则可以在真实值的±4%的精度内测量该面积。重复测量表明,不应期望精度大于这些(直径和周长±2%,面积±4%)。虽然直径上2%的误差对应着面积上4%的误差,但屏幕上圆的最小临界尺寸是不一样的。侵蚀和扩张过程的效果随放大倍数的变化而变化。正如预期的那样,侵蚀和膨胀对测量面积的影响大于测量直径或周长。面积、直径和周长的变化幅度在侵蚀作用下大于膨胀作用下。对大量大小相似的正方形的面积和长度的测量显示了正方形尺寸对屏幕的影响和测量精度的相同趋势。虽然使用× 16、× 32和× 50物镜得到的面积和长度的平均值基本相同,但要准确定义面积和长度数据的离散度,需要使用× 50物镜来测量长度,使用× 32或× 50物镜来测量面积,优先使用后者。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Influence of magnification on feature-specific image analysis measurements

Feature-specific measurements of test circles of known size were conducted at different magnifications using a stored image of the detected circles (256 × 256 picture points within the guard frame). Measurement of the diameter and perimeter of calibrated test circles with different objectives has demonstrated that the diameter and perimeter can be measured within an accuracy of ±2% of the true value if the particular circle is magnified to such an extent that it is 15 mm or greater in diameter on the screen. Measurement of the areas of these circles has demonstrated that the area can be measured within an accuracy of ±4% of the true value if the circle is magnified to such an extent that it is 20 mm or greater in diameter on the screen. Repeat measurements have shown that precisions greater than these (±2% for the diameter and perimeter and ±4% for the area) should not be expected. Although a 2 % error in the diameter corresponds to a 4 percent error in the area, the minimum critical sizes for the circle on the screen were not the same.

The effect of erosion and dilation procedures varied substantially with magnification. As expected, erosions and dilations have a greater influence on the measured area than the measured diameter or perimeter. The magnitude of the shift in area, diameter, and perimeter was greater for erosions than for dilations.

Measurements of the area and lengths of a large number of similar-sized squares revealed the same trends regarding the influence of the size of the square on the screen and the measurement accuracy. While the mean values for the area and length were essentially identical using × 16, × 32 and × 50 objectives, accurate definition of the dispersion of the area and length data required use of the × 50 objective for the length and either the × 32 or × 50 objective for the area, with preference for the latter.

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