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Medical Development Platform Using ZyCAP-Based Partial Reconfiguration on ZynqSoC

机译:在ZynqSoC上使用基于ZyCAP的部分重配置的医学开发平台

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摘要

Analysis of medical image is important in many biomedical applications such as abnormality detection, diagnosis, and surgical planning. Especially, edge detection of medical images is essential for segmentation and automatic recognition of the human organs. However, performance of edge detection filter degrades significantly if medical images/videos are corrupted with noises. In this paper, Zynq SoC is used as a medical development platform to implement real-time edge detection of image/video sequences of up to 1080p-resolution. Dynamic partial reconfigurable capability is utilized so that adaptive reconfiguration of partial filter bitstreams is performed according to the detected noise density level in the image/video sequences. Moreover, open source controller, called ZyCAP, is implemented on the proposed platform to further increase the reconfiguration speed through DMA controller, which is connected to high performance port for efficient access to external DRAM memory. We demonstrate that the proposed reconfigurable platform increases the accuracy of edge detection results by adaptive partial reconfiguration and adopted ZyCAP controller enables about 2.2 times faster reconfiguration when compared to Processor Configuration Access Port (PCAP).
机译:医学图像的分析在许多生物医学应用中很重要,例如异常检测,诊断和手术计划。尤其是,医学图像的边缘检测对于人体器官的分割和自动识别至关重要。但是,如果医学图像/视频被噪声破坏,则边缘检测滤波器的性能将大大降低。本文将Zynq SoC用作医学开发平台,以实现高达1080p分辨率的图像/视频序列的实时边缘检测。利用动态的部分可重配置功能,以便根据在图像/视频序列中检测到的噪声密度级别执行部分过滤器比特流的自适应重配置。此外,在建议的平台上实现了称为ZyCAP的开源控制器,以通过DMA控制器进一步提高重新配置速度,该DMA控制器连接到高性能端口以有效访问外部DRAM存储器。我们证明,提出的可重配置平台通过自适应部分重配置提高了边缘检测结果的准确性,并且与处理器配置访问端口(PCAP)相比,采用的ZyCAP控制器可实现约2.2倍的重配置速度。

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