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Automated Optical Flow Based Registration for Adaptive Optics Scanning Laser Ophthalmoscope

机译:自动光流量基于自动光学流量的自适应光学扫描激光眼镜镜的注册

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摘要

This study presents an automated registration method based on optical flow for an adaptive optics scanning laser ophthalmoscope. The method was designed to align and average images to obtain a higher signal-to-noise ratio image. A correlation based optical flow image registration method, which has large registration degrees of freedom, is adopted as a local registration method. By comparing the images before and after image registration, we show the effectiveness of our method. Furthermore, the advantage of our method, which is the containment of large registration degrees of freedom, is confirmed.
机译:本研究提出了一种基于用于自适应光学扫描激光眼镜镜的光流的自动注册方法。该方法被设计成对准和平均图像以获得更高的信噪比图像。采用基于相关的光学流量图像配准方法,其具有大的注册自由度,作为本地注册方法。通过比较图像登记前后的图像,我们展示了我们方法的有效性。此外,确认了我们方法的优点,即遏制大注册自由度的遏制。

著录项

  • 来源
    《Photonics Journal, IEEE》 |2020年第2期|1-9|共9页
  • 作者单位

    Chinese Acad Sci Suzhou Inst Biomed Engn & Technol Jiangsu Key Lab Med Opt Suzhou 215163 Peoples R China;

    Chinese Acad Sci Suzhou Inst Biomed Engn & Technol Jiangsu Key Lab Med Opt Suzhou 215163 Peoples R China;

    Chinese Acad Sci Suzhou Inst Biomed Engn & Technol Jiangsu Key Lab Med Opt Suzhou 215163 Peoples R China|Univ Sci & Technol China Dept Biomed Engn Hefei 230041 Peoples R China;

    Chinese Acad Sci Suzhou Inst Biomed Engn & Technol Jiangsu Key Lab Med Opt Suzhou 215163 Peoples R China|Univ Sci & Technol China Dept Biomed Engn Hefei 230041 Peoples R China;

    Chinese Acad Sci Suzhou Inst Biomed Engn & Technol Jiangsu Key Lab Med Opt Suzhou 215163 Peoples R China;

    Chinese Acad Sci Suzhou Inst Biomed Engn & Technol Jiangsu Key Lab Med Opt Suzhou 215163 Peoples R China;

    Chinese Acad Sci Suzhou Inst Biomed Engn & Technol Jiangsu Key Lab Med Opt Suzhou 215163 Peoples R China|Univ Sci & Technol China Dept Biomed Engn Hefei 230041 Peoples R China|Chinese Acad Sci Ctr Excellence Brain Sci & Intelligence Technol Shanghai 200031 Peoples R China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Image processing; active or adaptive optics; imaging systems; ophthalmology; retinal images; optical flow;

    机译:图像处理;主动或自适应光学;成像系统;眼科;视网膜图像;光流动;

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