深圳大学物理与光电工程学院,光电子器件与系统教育部/广东省重点实验室,深圳 518060
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国家重点基础研究发展计划(2017YFA0700500)、国家自然科学基金(61975127,61525503,81727804)、广东省高等学校科技创新项目(2015KGJHZ002,2016KCXTD007),广东省自然科学基金(2020A1515010679)和深圳市基础研究项目(JCYJ2018030512304883,JCY20170818100153423)资助.
Key Laboratory of Optoelectronic Devices and Systems of Ministry of Education and Guangdong Province,college of Physics and Optoelectronic Engineering,Shenzhen University,Shenzhen,Guangdong 518060, China
This work was supported by grants from National Basic Research Program of China(2017YFA0700500), The National Natural Science Foundation of China(61975127,61525503,81727804), Technology Innovation Project of Guangdong Province High Education(2015KGJHZ002,2016KCXTD007), National Natural Science Foundation of Guangdong Province(2020A1515010679) and Shenzhen Basic Research Project(JCYJ20180305125304883,JCYJ20170818100153423).
数字图像处理技术和微电子集成电路的飞速发展,使实时动态生物医学成像成为可能. 生物医学动态成像的关键是高的通讯带宽和快速的数据处理能力,FPGA(field programmable gate array)即现场可编程逻辑门阵列,为数字图像实时处理系统在算法、系统结构上提供了新的思路与方法. 文中首先简单介绍FPGA的概念、特点及其发展历程,详细对比FPGA与通用处理器之间的性能指标,然后重点介绍常规生物医疗成像技术原理和FPGA在医疗领域高速成像技术方面的研究和应用情况,最后对FPGA在实时成像方面进行总结和展望.
With the rapid development of digital image processing technology and microelectronic integrated circuits, real-time dynamic biomedical imaging becomes possible. The key to biomedical dynamic imaging is high communication bandwidth and fast data processing capabilities. FPGA(field-programmable gate array) brings new methods and ideas for real-time digital image processing system in algorithm and system structure. This paper first briefly introduces the concept, characteristics and development process of FPGA, and compares FPGA and general-purpose processor in performance indicators, then focuses on the principles of conventional biomedical imaging technology and FPGA research and application of high-speed imaging technology in the biomedical imaging field, and finally summarized and prospected FPGA in real-time imaging.
郭勇,严伟,黄仰锐,屈军乐. FPGA技术在生物医学成像中的研究进展[J].生物化学与生物物理进展,2020,47(6):483-497
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