Automatic focusing of optical microscope using off-the-shelf hardware components and in house software

Bruno Dusic, Dominik Beževan, Domagoj Pinčić, Z. Jericevic
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Abstract

Optical microscope is one of the most important instruments in medical diagnostic. It is also one which requires high mental concentration and eye strain for extended periods of time. To make a microscope into real high throughput instrument, as much as possible routine work has to be shifted to the computer. Some commercial systems exists, but for a premium price. The system developed here is proof of concept that the required performance can be achieved with the reduction in cost for two orders of magnitude. Two computer systems were used: Desktop PC for data collection and analysis and indirect hardware control through the communications with a Raspberry Pi computer which controlled the step motors. Our first effort was directed toward focusing of the microscope (Z-axis control). In plane control (X & Y-axis) is conceptually much simpler. The focal point was found using Haar transform with inter and intra application of the least squares. The real life examples were taken from medical imaging of stained human cells as they are used in medical pathology.
光学显微镜的自动聚焦使用现成的硬件组件和内部软件
光学显微镜是医学诊断中最重要的仪器之一。这也是一种需要长时间精神高度集中和眼睛疲劳的运动。为了使显微镜成为真正的高通量仪器,必须将尽可能多的日常工作转移到计算机上。一些商业系统是存在的,但价格较高。这里开发的系统证明了可以在成本降低两个数量级的情况下实现所需的性能。使用了两个计算机系统:用于数据收集和分析的台式PC机和通过与控制步进电机的树莓派计算机通信的间接硬件控制。我们的第一个努力是针对显微镜的聚焦(z轴控制)。平面控制(X和y轴)在概念上要简单得多。利用Haar变换,结合最小二乘的内部和内部应用,找到了焦点。现实生活中的例子取自染色人类细胞的医学成像,因为它们用于医学病理学。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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