视网膜图像的多尺度分割

A. Cideciyan, S. Jacobson, J. Nagel
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引用次数: 4

摘要

在一些x连锁视网膜色素变性携带者的深色视网膜背景上可见小而明亮的金色斑块。一种McU ~bl~致盲d~疾病。我们有兴趣对这些独特的“绒毡样反射”斑块进行定量分析,以增加我们对该疾病的细胞机制的理解。介绍了多尺度阈值法及其应用。高分辨率数字眼底图像中绒毡样反射的分割。多尺度阈值是一种局部阈值方法,产生的结果与人类直觉非常相似。不像其他局部阈值方法。我们的方法成功地忽略了暗区的小伪影,同时也忽略了基因。大鼠~对象的高分辨率定义。在其他分割应用中,在较暗的背景上有许多明亮的物体,应该从多尺度阈值的使用中受益。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multi-scale Segmentation Of Retinal Images
Tiny bright golden patches can be seen on the dark retinal ~ckground of some carriers of X-linked retinitis pigmentosa. an mcu~bl~ blinding d~sease. We are interested in analyzing ~antitatively these umque "tapetal-like reflex" patches in order to mcrease our understanding of the cellular mechanisms of the disease In ~s ~aper. we describe the multi-scale thresholding method and i~ appll~tion ~o. the segmentation of the tapetal-like reflex in high resoluuo~ digital fundus images. Multi-scale thresholding is a local thresholdmg method that generates results very similar to that of human intuition. Unlike other local thresholding methods. our method successfuI1y ignores small artifacts in dark regions and simultaneously gene.rat~ high resolution definitions of objects. Other segmentation applications where there are many bright objects on a darker background should profit from the use of multi-scale thresholding.
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