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Study of auto-focusing algorithms in optical microscopy.

机译:光学显微镜中自动聚焦算法的研究。

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摘要

Auto-focusing technology has been implemented in a variety of fields including automated biological, biomedical and pharmaceutical analyses, as well as many civilian and military applications such as digital cameras and radar imaging. Current study implements an auto-focusing procedure by computer simulation. The integration of the image power spectrum over a selected frequency range is computed as the focus criterion. The frequency range for power spectrum integration can be specified automatically or manually by the user through the graphical user interface (Auto-focusing GUI). Two searching algorithms, modified Fibonacci search and modified binary search, are available to perform the searching of focused position based on the focus criterion function. Users are allowed to choose a particular searching algorithm through the Auto-focusing GUI. The auto-focusing procedure has been tested to be robust in different noise situations (e.g. Gaussian noise at different noise variance levels and Poisson noise).
机译:自动聚焦技术已在各种领域中实现,包括自动生物,生物医学和药物分析,以及许多民用和军事应用,例如数码相机和雷达成像。当前的研究通过计算机仿真实现了自动聚焦程序。计算选定频率范围内的图像功率谱的积分作为聚焦标准。用户可以通过图形用户界面(Auto-focusing GUI)自动或手动指定功率谱积分的频率范围。可以使用两种搜索算法(改进的斐波那契搜索和改进的二进制搜索)基于聚焦标准函数执行聚焦位置的搜索。允许用户通过自动聚焦GUI选择特定的搜索算法。经过测试,自动对焦程序在不同的噪声情况下(例如不同噪声方差水平的高斯噪声和泊松噪声)具有很强的鲁棒性。

著录项

  • 作者

    Qian, Jinyu.;

  • 作者单位

    State University of New York at Buffalo.;

  • 授予单位 State University of New York at Buffalo.;
  • 学科 Engineering Electronics and Electrical.
  • 学位 M.S.
  • 年度 2005
  • 页码 89 p.
  • 总页数 89
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 无线电电子学、电信技术;
  • 关键词

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