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Evaluation of Single-Chip, Real-Time Tomographic Data Processing on FPGA SoC Devices

机译:在FPGA SoC器件上评估单芯片实时断层图像数据处理

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摘要

A novel approach to tomographic data processing has been developed and evaluated using the Jagiellonian positron emission tomography scanner as an example. We propose a system in which there is no need for powerful, local to the scanner processing facility, capable to reconstruct images on the fly. Instead, we introduce a field programmable gate array system-on-chip platform connected directly to data streams coming from the scanner, which can perform event building, filtering, coincidence search, and region-of-response reconstruction by the programmable logic and visualization by the integrated processors. The platform significantly reduces data volume converting raw data to a list-mode representation, while generating visualization on the fly.
机译:以Jagiellonian正电子发射断层扫描仪为例,开发并评估了一种新颖的断层数据处理方法。我们提出了一种系统,在该系统中,无需扫描仪处理设备本地的强大功能,就可以即时重建图像。相反,我们引入了一个现场可编程门阵列片上系统平台,该平台直接连接到来自扫描仪的数据流,该平台可以通过可编程逻辑执行事件构建,过滤,重合搜索和响应区域重建,并通过集成处理器。该平台显着减少了将原始数据转换为列表模式表示的数据量,同时可以动态生成可视化。

著录项

  • 来源
    《IEEE Transactions on Medical Imaging》 |2018年第11期|2526-2535|共10页
  • 作者单位

    Department of Information Technologies, Faculty of Physics, Jagiellonian University, Kraków, Poland;

    Department of Information Technologies, Faculty of Physics, Jagiellonian University, Kraków, Poland;

    INFN, Laboratori Nazionali di Frascati, Frascati, Italy;

    Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, Kraków, Poland;

    Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, Kraków, Poland;

    Faculty of Computer Science, Electronics and Telecommunications, AGH University of Science and Technology, Kraków, Poland;

    Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, Kraków, Poland;

    Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, Kraków, Poland;

    Institute of Physics, Maria Curie-Skłodowska University, Lublin, Poland;

    Faculty of Physics, University of Vienna, Vienna, Austria;

    Institute of Physics, Maria Curie-Skłodowska University, Lublin, Poland;

    Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, Kraków, Poland;

    Nowoczesna Elektronika Sp. Z o.o., Kraków, Poland;

    Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, Kraków, Poland;

    Department of Complex Systems, National Centre for Nuclear Research, Otwock, Poland;

    Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, Kraków, Poland;

    Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, Kraków, Poland;

    Department of Complex Systems, National Centre for Nuclear Research, Otwock, Poland;

    Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, Kraków, Poland;

    Department of Physics, College of Education for Pure Sciences, University of Mosul, Mosul, Iraq;

    Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, Kraków, Poland;

    Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, Kraków, Poland;

    Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, Kraków, Poland;

    Department of Complex Systems, National Centre for Nuclear Research, Otwock, Poland;

    Faculty of Computer Science, Electronics and Telecommunications, AGH University of Science and Technology, Kraków, Poland;

    Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, Kraków, Poland;

    Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, Kraków, Poland;

    Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, Kraków, Poland;

    Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, Kraków, Poland;

    Department of Complex Systems, National Centre for Nuclear Research, Otwock, Poland;

    Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, Kraków, Poland;

    Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, Kraków, Poland;

    ABB Corporate Research Center, Kraków, Poland;

    Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, Kraków, Poland;

    Department of Complex Systems, National Centre for Nuclear Research, Otwock, Poland;

    Institute of Physics, Maria Curie-Skłodowska University, Lublin, Poland;

    Institute of Physics, Maria Curie-Skłodowska University, Lublin, Poland;

    Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, Kraków, Poland;

    Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, Kraków, Poland;

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

    Image reconstruction; Field programmable gate arrays; Electronic mail; Real-time systems; Physics; Detectors; Three-dimensional displays;

    机译:图像重建;现场可编程门阵列;电子邮件;实时系统;物理;检测器;三维显示;

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