A location-to-segmentation strategy for automatic exudate segmentation in colour retinal fundus images

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• 作者：Qing Liu^a ; ^b ; ^c ; ^{qing.liu.411@gmail.com} ; Beiji Zou^a ; ^b ; ^{bjzou@csu.edu.cn} ; Jie Chen^c ; ^{jiechen@ee.oulu.fi} ; Wei Ke^c ; ^{wke@ee.oulu.fi} ; Kejuan Yue^d ; ^{11994602@qq.com} ; Zailiang Chen^a ; ^b ; ^{zailiangchencs@gmail.com} ; Guoying Zhao^c ; ^{gyzhao@ee.oulu.fi}
• 关键词：Diabetic retinopathy ; Colour retinal fundus image ; Optic disk segmentation ; Exudate location ; Exudate segmentation
• 刊名：Computerized Medical Imaging and Graphics
• 出版年：2017
• 出版时间：January 2017
• 年：2017
• 卷：55
• 期：Complete
• 页码：78-86
• 全文大小：1663 K
• 卷排序：55

文摘

A location-to-segmentation strategy for exudate segmentation is presented. We propose to use the histogram of CLBP to describe the local texture structures of the exudate regions. The size prior and regional contrast prior about the exudate regions for segmentation are exploited.