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Retinal blood vessel extraction using tunable bandpass filter and fuzzy conditional entropy

机译:可调带通滤波器和模糊条件熵提取视网膜血管

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摘要

Background and objectives: Extraction of blood vessels on retinal images plays a significant role for screening of different opthalmologic diseases. However, accurate extraction of the entire and individual type of vessel silhouette from the noisy images with poorly illuminated background is a complicated task. To this aim, an integrated system design platform is suggested in this work for vessel extraction using a sequential bandpass filter followed by fuzzy conditional entropy maximization on matched filter response.
机译:背景与目的:视网膜图像上的血管提取在筛查各种眼科疾病中起着重要作用。但是,要从背景照明差的嘈杂图像中准确提取出整个和单个类型的血管轮廓是一项复杂的任务。为此,在这项工作中提出了一个集成的系统设计平台,用于使用顺序带通滤波器进行血管提取,然后对匹配的滤波器响应进行模糊条件熵最大化。

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