Retinal Image Graph-Cut Segmentation Algorithm Using Multiscale Hessian-Enhancement-Based Nonlocal Mean Filter

We propose a new method to enhance and extract the retinal vessels. First, we employ a multiscale Hessian-based filter to compute the maximum response of vessel likeness function for each pixel. By this step, blood vessels of different widths are significantly enhanced. Then, we adopt a nonlocal mea...

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Bibliographic Details
Main Authors: Jian Zheng, Pei-Rong Lu, Dehui Xiang, Ya-Kang Dai, Zhao-Bang Liu, Duo-Jie Kuai, Hui Xue, Yue-Tao Yang
Format: Article
Language:English
Published: Hindawi Limited 2013-01-01
Series:Computational and Mathematical Methods in Medicine
Online Access:http://dx.doi.org/10.1155/2013/927285