利用常规滤波器、Gabor变换和骨架化技术对视网膜血管图像进行分割

William Lasso, Y. Morales, C. Torres
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引用次数: 7

摘要

本文实现了一种可以对数字图像进行分割和骨架化的数字算法,这种方法在视网膜造影图像的处理中非常重要,通过对眼睛内部的分析可以早期发现糖尿病视网膜病变等疾病。该算法使用傅里叶变换和Gabor变换实现二维滤波器和传统滤波器。将Matlab实现的算法在数学平台上的性能与传统方法进行了比较,得到了对比度更好、分辨率更高的滤波图像。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Image segmentation blood vessel of retinal using conventional filters, Gabor Transform and skeletonization
This paper implements a digital algorithm that allows the segmentation and skeletonization of digital images, this method is very important in the processing of retinographies images, where of analysis inside of the eye enables early detection of diseases such as Diabetic Retinopathy. The algorithm implemented using the Fourier transforms and Gabor Transform two-dimensional and conventional filters. The performance of algorithm under mathematical platform the Matlab implemented has been compared with conventional methods obtaining resulting filtered images with better contrast and higher resolution.
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