使用迭代启发式和形态学操作的眼底图像自动视盘去除

2013 IEEE Conference on Systems, Process & Control (ICSPC) Pub Date : 1900-01-01 DOI:10.1109/SPC.2013.6735137

H. Hassan, N. Tahir, I. Yassin, A. Zabidi, C. H. C. Yahaya, S. M. Shafie

{"title":"使用迭代启发式和形态学操作的眼底图像自动视盘去除","authors":"H. Hassan, N. Tahir, I. Yassin, A. Zabidi, C. H. C. Yahaya, S. M. Shafie","doi":"10.1109/SPC.2013.6735137","DOIUrl":null,"url":null,"abstract":"Automatic Optic Disc (OD) removal is vital step prior to screening Diabetic Retinopathy (DR) cases. Hence in this paper, we proposed an automated technique for removal of OD position in digital retina fundus images based on mathematical morphological operations. Here, dilation and erosion to remove OD and enhance the appearance of binary images. The proposed technique was tested on 400 images of the publicly available MESSIDOR database. Experimental Results showed that OD can be effectively be removed from the binary images and the proposed method is robust too.","PeriodicalId":198247,"journal":{"name":"2013 IEEE Conference on Systems, Process & Control (ICSPC)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"Automated Optic Disc removal in fundus images using iterative heuristics and morphological operations\",\"authors\":\"H. Hassan, N. Tahir, I. Yassin, A. Zabidi, C. H. C. Yahaya, S. M. Shafie\",\"doi\":\"10.1109/SPC.2013.6735137\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Automatic Optic Disc (OD) removal is vital step prior to screening Diabetic Retinopathy (DR) cases. Hence in this paper, we proposed an automated technique for removal of OD position in digital retina fundus images based on mathematical morphological operations. Here, dilation and erosion to remove OD and enhance the appearance of binary images. The proposed technique was tested on 400 images of the publicly available MESSIDOR database. Experimental Results showed that OD can be effectively be removed from the binary images and the proposed method is robust too.\",\"PeriodicalId\":198247,\"journal\":{\"name\":\"2013 IEEE Conference on Systems, Process & Control (ICSPC)\",\"volume\":\"16 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1900-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2013 IEEE Conference on Systems, Process & Control (ICSPC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SPC.2013.6735137\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2013 IEEE Conference on Systems, Process & Control (ICSPC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SPC.2013.6735137","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 5

摘要

自动视盘切除是筛查糖尿病视网膜病变(DR)病例前的重要步骤。因此，本文提出了一种基于数学形态学操作的数字视网膜眼底图像OD位置自动去除技术。这里，扩张和侵蚀去除外径，增强二值图像的外观。所提出的技术在MESSIDOR公开数据库的400张图像上进行了测试。实验结果表明，该方法能有效去除二值图像中的OD，具有较强的鲁棒性。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

Automated Optic Disc removal in fundus images using iterative heuristics and morphological operations

Automatic Optic Disc (OD) removal is vital step prior to screening Diabetic Retinopathy (DR) cases. Hence in this paper, we proposed an automated technique for removal of OD position in digital retina fundus images based on mathematical morphological operations. Here, dilation and erosion to remove OD and enhance the appearance of binary images. The proposed technique was tested on 400 images of the publicly available MESSIDOR database. Experimental Results showed that OD can be effectively be removed from the binary images and the proposed method is robust too.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

2013 IEEE Conference on Systems, Process & Control (ICSPC)

自引率

0.00%

发文量