Supervised Segmentation of Vasculature in Retinal Images Using

来源 :第七届国际博士生论坛暨青年教师发展研讨会 | 被引量 : 0次 | 上传用户:chengleitao
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  This paper proposes a neural network based supervised segmentation algorithm for retinal vessel delineation.The histogram of each training image patch and its optimal threshold acquired through iteratively comparing the binaryzation result to the manual segmentation are applied to a BP neural network to establish the correspondence between the intensity distribution and optimal segmentation parameter.Finally,each test image can be segmented by using a number of local thresholds that are predicted by the trained the neural network according the histograms of image patches.
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