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Sperm motility analysis system implemented on a hybrid architecture to produce an intelligent analyzer

机译:在混合架构上实现的精子运动分析系统以产生智能分析仪

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Much research and analysis in biomedicine involve image and video inspection using microscopes. Presently, scientists are dissatisfied with manual observations and assessments, when objective and enhanced data can be obtained by applying new technologies (such as image and video inspection) to biomedical fields, such as sperm analysis. Computer Assisted Sperm Analysis (CASA) systems, developed in the late 1980s, constitute third-generation methods of sperm analysis. This study aimed to develop a standalone medical image and video analysis system that is reconfigurable, flexible, reliable, deterministic, and robust. It proposed a new sperm motility analysis system running on a dual core Central Processing Unit (CPU)?+?field programmable gate arrays (FPGA) platform, under a real-time operating system (RTOS), which is a step ahead of the third-generation CASA systems.The system hardware and related sperm detection and tracking algorithms were the novelty of this work. The image processing functions mainly run on FPGA, image acquisition, and calculations run on CPU, parallel with FPGA.The result is a much faster, reliable, reconfigurable, and compact intelligent analyzer system.Our prototype system was applied to sperm motility analysis; however, other image processing systems can be applied to this architecture. Additionally, the proposed tracking method for sperm track determination is simple, effective, and does not exert a load on the system.
机译:生物医学的研究和分析涉及使用显微镜的图像和视频检查。目前,科学家们对手动观察和评估不满意,当客观和增强的数据可以通过将新技术(如图像和视频检查)应用于生物医学领域,例如精子分析。计算机辅助精液分析(CASA)系统在20世纪80年代后期开发,构成了第三代精子分析方法。本研究旨在开发独立的医学图像和视频分析系统,可重新配置,灵活,可靠,确定性和强大。它提出了一种在双核心处理单元(CPU)的新精子运动分析系统(CPU)?+?现场可编程门阵列(FPGA)平台,在实时操作系统(RTOS)下,这是第三个前面的步骤-Generation CASA系统。系统硬件和相关精子检测和跟踪算法是这项工作的新颖性。图像处理功能主要在FPGA,图像采集和计算上运行CPU,与FPGA并行运行。结果是更快,可靠,可重新配置和紧凑型智能分析仪系统。我们的原型系统被应用于精子运动分析;然而,可以应用于此架构的其他图像处理系统。另外,用于精子轨道测定的所提出的跟踪方法简单,有效,并且在系统上不施加负载。

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