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

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

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.

Original language	English
Title of host publication	Proceedings of the 2010 5th IEEE Conference on Industrial Electronics and Applications, ICIEA 2010
Pages	1690-1694
Number of pages	5
DOIs	https://doi.org/10.1109/ICIEA.2010.5515225
Publication status	Published - 2010
Externally published	Yes
Event	5th IEEE Conference on Industrial Electronics and Applications, ICIEA 2010 - Taichung, Taiwan, Province of China Duration: 15 Jun 2010 → 17 Jun 2010

Publication series

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

Conference

Conference	5th IEEE Conference on Industrial Electronics and Applications, ICIEA 2010
Country/Territory	Taiwan, Province of China
City	Taichung
Period	15/06/10 → 17/06/10

Keywords

Computer aided detection
Glaucoma
Optic cup
SVM
Vessels

ASJC Scopus subject areas

Electrical and Electronic Engineering

Access to Document

10.1109/ICIEA.2010.5515225

Cite this

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. In Proceedings of the 2010 5th IEEE Conference on Industrial Electronics and Applications, ICIEA 2010 (pp. 1690-1694). Article 5515225 (Proceedings of the 2010 5th IEEE Conference on Industrial Electronics and Applications, ICIEA 2010). https://doi.org/10.1109/ICIEA.2010.5515225

@inproceedings{d41a101435904c5f98e849513ab3071d,

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",

}

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. in 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, pp. 1690-1694, 5th IEEE Conference on Industrial Electronics and Applications, ICIEA 2010, Taichung, Taiwan, Province of China, 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 et al.
Proceedings of the 2010 5th IEEE Conference on Industrial Electronics and Applications, ICIEA 2010. 2010. p. 1690-1694 5515225 (Proceedings of the 2010 5th IEEE Conference on Industrial Electronics and Applications, ICIEA 2010).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

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 et al. Method of detecting kink-bearing vessels in a retinal fundus image. In Proceedings of the 2010 5th IEEE Conference on Industrial Electronics and Applications, ICIEA 2010. 2010. p. 1690-1694. 5515225. (Proceedings of the 2010 5th IEEE Conference on Industrial Electronics and Applications, ICIEA 2010). doi: 10.1109/ICIEA.2010.5515225

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

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Keywords

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