Method of detecting kink-bearing vessels in a retinal fundus image

Damon W.K. Wong; Jiang Liu; Joo Hwee Lim; Ngan Meng Tan; Zhuo Zhang; Huiqi Li; Shijian Lu; Tien Yin Wong

doi:10.1109/ICIEA.2010.5515225

Method of detecting kink-bearing vessels in a retinal fundus image

Damon W.K. Wong, Jiang Liu, Joo Hwee Lim, Ngan Meng Tan, Zhuo Zhang, Huiqi Li, Shijian Lu, Tien Yin Wong

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

摘要

Glaucoma is the second leading cause of blindness worldwide. The risk of glaucoma can be determined by calculating the cup to disc ratio in retinal fundus images. To accurately detect the optic cup, kinks or bends in small and medium vessels are important indicators of the cup boundary. In this paper, we present a method of detecting such vessels, through the extraction of patches and generation of hybrid features in a SVM-based model. The segmentation results show good potential for the further development of this method.

源语言	英语
主期刊名	Proceedings of the 2010 5th IEEE Conference on Industrial Electronics and Applications, ICIEA 2010
页	1690-1694
页数	5
DOI	https://doi.org/10.1109/ICIEA.2010.5515225
出版状态	已出版 - 2010
已对外发布	是
活动	5th IEEE Conference on Industrial Electronics and Applications, ICIEA 2010 - Taichung, 中国台湾期限: 15 6月 2010 → 17 6月 2010

出版系列

姓名	Proceedings of the 2010 5th IEEE Conference on Industrial Electronics and Applications, ICIEA 2010

会议

会议	5th IEEE Conference on Industrial Electronics and Applications, ICIEA 2010
国家/地区	中国台湾
市	Taichung
时期	15/06/10 → 17/06/10

访问文件

10.1109/ICIEA.2010.5515225

其它文件与链接

链接到 Scopus 的出版物

引用此

Wong, D. W. K., Liu, J., Lim, J. H., Tan, N. M., Zhang, Z., Li, H., Lu, S., & Wong, T. Y. (2010). Method of detecting kink-bearing vessels in a retinal fundus image. 在 Proceedings of the 2010 5th IEEE Conference on Industrial Electronics and Applications, ICIEA 2010 (页码 1690-1694). 文章 5515225 (Proceedings of the 2010 5th IEEE Conference on Industrial Electronics and Applications, ICIEA 2010). https://doi.org/10.1109/ICIEA.2010.5515225

@inproceedings{a0c274eed5554ef3a351e1996cc32029,

title = "Method of detecting kink-bearing vessels in a retinal fundus image",

abstract = "Glaucoma is the second leading cause of blindness worldwide. The risk of glaucoma can be determined by calculating the cup to disc ratio in retinal fundus images. To accurately detect the optic cup, kinks or bends in small and medium vessels are important indicators of the cup boundary. In this paper, we present a method of detecting such vessels, through the extraction of patches and generation of hybrid features in a SVM-based model. The segmentation results show good potential for the further development of this method.",

keywords = "Computer aided detection, Glaucoma, Optic cup, SVM, Vessels",

author = "Wong, {Damon W.K.} and Jiang Liu and Lim, {Joo Hwee} and Tan, {Ngan Meng} and Zhuo Zhang and Huiqi Li and Shijian Lu and Wong, {Tien Yin}",

year = "2010",

doi = "10.1109/ICIEA.2010.5515225",

language = "English",

isbn = "9781424450466",

series = "Proceedings of the 2010 5th IEEE Conference on Industrial Electronics and Applications, ICIEA 2010",

pages = "1690--1694",

booktitle = "Proceedings of the 2010 5th IEEE Conference on Industrial Electronics and Applications, ICIEA 2010",

note = "5th IEEE Conference on Industrial Electronics and Applications, ICIEA 2010 ; Conference date: 15-06-2010 Through 17-06-2010",

}

Wong, DWK, Liu, J, Lim, JH, Tan, NM, Zhang, Z, Li, H, Lu, S & Wong, TY 2010, Method of detecting kink-bearing vessels in a retinal fundus image. 在 Proceedings of the 2010 5th IEEE Conference on Industrial Electronics and Applications, ICIEA 2010., 5515225, Proceedings of the 2010 5th IEEE Conference on Industrial Electronics and Applications, ICIEA 2010, 页码 1690-1694, 5th IEEE Conference on Industrial Electronics and Applications, ICIEA 2010, Taichung, 中国台湾, 15/06/10. https://doi.org/10.1109/ICIEA.2010.5515225

Method of detecting kink-bearing vessels in a retinal fundus image. / Wong, Damon W.K.; Liu, Jiang; Lim, Joo Hwee 等.
Proceedings of the 2010 5th IEEE Conference on Industrial Electronics and Applications, ICIEA 2010. 2010. 页码 1690-1694 5515225 (Proceedings of the 2010 5th IEEE Conference on Industrial Electronics and Applications, ICIEA 2010).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

TY - GEN

T1 - Method of detecting kink-bearing vessels in a retinal fundus image

AU - Wong, Damon W.K.

AU - Liu, Jiang

AU - Lim, Joo Hwee

AU - Tan, Ngan Meng

AU - Zhang, Zhuo

AU - Li, Huiqi

AU - Lu, Shijian

AU - Wong, Tien Yin

PY - 2010

Y1 - 2010

N2 - Glaucoma is the second leading cause of blindness worldwide. The risk of glaucoma can be determined by calculating the cup to disc ratio in retinal fundus images. To accurately detect the optic cup, kinks or bends in small and medium vessels are important indicators of the cup boundary. In this paper, we present a method of detecting such vessels, through the extraction of patches and generation of hybrid features in a SVM-based model. The segmentation results show good potential for the further development of this method.

AB - Glaucoma is the second leading cause of blindness worldwide. The risk of glaucoma can be determined by calculating the cup to disc ratio in retinal fundus images. To accurately detect the optic cup, kinks or bends in small and medium vessels are important indicators of the cup boundary. In this paper, we present a method of detecting such vessels, through the extraction of patches and generation of hybrid features in a SVM-based model. The segmentation results show good potential for the further development of this method.

KW - Computer aided detection

KW - Glaucoma

KW - Optic cup

KW - SVM

KW - Vessels

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U2 - 10.1109/ICIEA.2010.5515225

DO - 10.1109/ICIEA.2010.5515225

M3 - Conference contribution

AN - SCOPUS:77956031468

SN - 9781424450466

T3 - Proceedings of the 2010 5th IEEE Conference on Industrial Electronics and Applications, ICIEA 2010

SP - 1690

EP - 1694

BT - Proceedings of the 2010 5th IEEE Conference on Industrial Electronics and Applications, ICIEA 2010

T2 - 5th IEEE Conference on Industrial Electronics and Applications, ICIEA 2010

Y2 - 15 June 2010 through 17 June 2010

ER -

Wong DWK, Liu J, Lim JH, Tan NM, Zhang Z, Li H 等. Method of detecting kink-bearing vessels in a retinal fundus image. 在 Proceedings of the 2010 5th IEEE Conference on Industrial Electronics and Applications, ICIEA 2010. 2010. 页码 1690-1694. 5515225. (Proceedings of the 2010 5th IEEE Conference on Industrial Electronics and Applications, ICIEA 2010). doi: 10.1109/ICIEA.2010.5515225