ACHIKO-I retinal fundus image database and its evaluation on cup-to-disc ratio measurement

Fengshou Yin; Jiang Liu; Damon Wing Kee Wong; Ngan Meng Tan; Beng Hai Lee; Jun Cheng; Min Thet Htoo; Zhuo Zhang; Yanwu Xu; Xinting Gao; Ruchir Srivastava

doi:10.1109/ICIEA.2013.6566370

ACHIKO-I retinal fundus image database and its evaluation on cup-to-disc ratio measurement

Fengshou Yin
, Jiang Liu
, Damon Wing Kee Wong
, Ngan Meng Tan
, Beng Hai Lee
, Jun Cheng
, Min Thet Htoo
, Zhuo Zhang
, Yanwu Xu
, Xinting Gao
, Ruchir Srivastava

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

6 Citations (Scopus)

Abstract

Retinal fundus image is a widely used image modality to diagnose ocular diseases such as glaucoma, age-related macular degeneration and diabetic retinopathy. There are a number of fundus image databases available online. However, most of them are used for blood vessel extraction and optic disc localization, and hardly any have optic cup annotation. In this paper, we present a fundus image database with accurate annotation of both the optic disc and optic cup. Besides, there are multiple images for the same subject, taking under different conditions, allowing repeatability study of automated segmentation algorithms. Currently, ACHIKO-I contains 179 images and is divided into two subsets for different purposes. The database is used to evaluate our work on cup-to-disc ratio (CDR) measurement, which also demonstrates how the database can be used and assessed.

Original language	English
Title of host publication	Proceedings of the 2013 IEEE 8th Conference on Industrial Electronics and Applications, ICIEA 2013
Pages	224-227
Number of pages	4
DOIs	https://doi.org/10.1109/ICIEA.2013.6566370
Publication status	Published - 2013
Externally published	Yes
Event	2013 IEEE 8th Conference on Industrial Electronics and Applications, ICIEA 2013 - Melbourne, VIC, Australia Duration: 19 Jun 2013 → 21 Jun 2013

Publication series

Name	Proceedings of the 2013 IEEE 8th Conference on Industrial Electronics and Applications, ICIEA 2013

Conference

Conference	2013 IEEE 8th Conference on Industrial Electronics and Applications, ICIEA 2013
Country/Territory	Australia
City	Melbourne, VIC
Period	19/06/13 → 21/06/13

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

ASJC Scopus subject areas

Electrical and Electronic Engineering

Access to Document

10.1109/ICIEA.2013.6566370

Cite this

Yin, F., Liu, J., Wong, D. W. K., Tan, N. M., Lee, B. H., Cheng, J., Htoo, M. T., Zhang, Z., Xu, Y., Gao, X., & Srivastava, R. (2013). ACHIKO-I retinal fundus image database and its evaluation on cup-to-disc ratio measurement. In Proceedings of the 2013 IEEE 8th Conference on Industrial Electronics and Applications, ICIEA 2013 (pp. 224-227). Article 6566370 (Proceedings of the 2013 IEEE 8th Conference on Industrial Electronics and Applications, ICIEA 2013). https://doi.org/10.1109/ICIEA.2013.6566370

Yin, Fengshou ; Liu, Jiang ; Wong, Damon Wing Kee et al. / ACHIKO-I retinal fundus image database and its evaluation on cup-to-disc ratio measurement. Proceedings of the 2013 IEEE 8th Conference on Industrial Electronics and Applications, ICIEA 2013. 2013. pp. 224-227 (Proceedings of the 2013 IEEE 8th Conference on Industrial Electronics and Applications, ICIEA 2013).

@inproceedings{8a1467639ea24c79bda4799560df7aa8,

title = "ACHIKO-I retinal fundus image database and its evaluation on cup-to-disc ratio measurement",

abstract = "Retinal fundus image is a widely used image modality to diagnose ocular diseases such as glaucoma, age-related macular degeneration and diabetic retinopathy. There are a number of fundus image databases available online. However, most of them are used for blood vessel extraction and optic disc localization, and hardly any have optic cup annotation. In this paper, we present a fundus image database with accurate annotation of both the optic disc and optic cup. Besides, there are multiple images for the same subject, taking under different conditions, allowing repeatability study of automated segmentation algorithms. Currently, ACHIKO-I contains 179 images and is divided into two subsets for different purposes. The database is used to evaluate our work on cup-to-disc ratio (CDR) measurement, which also demonstrates how the database can be used and assessed.",

author = "Fengshou Yin and Jiang Liu and Wong, \{Damon Wing Kee\} and Tan, \{Ngan Meng\} and Lee, \{Beng Hai\} and Jun Cheng and Htoo, \{Min Thet\} and Zhuo Zhang and Yanwu Xu and Xinting Gao and Ruchir Srivastava",

note = "Copyright: Copyright 2013 Elsevier B.V., All rights reserved.; 2013 IEEE 8th Conference on Industrial Electronics and Applications, ICIEA 2013 ; Conference date: 19-06-2013 Through 21-06-2013",

year = "2013",

doi = "10.1109/ICIEA.2013.6566370",

language = "English",

isbn = "9781467363211",

series = "Proceedings of the 2013 IEEE 8th Conference on Industrial Electronics and Applications, ICIEA 2013",

pages = "224--227",

booktitle = "Proceedings of the 2013 IEEE 8th Conference on Industrial Electronics and Applications, ICIEA 2013",

}

Yin, F, Liu, J, Wong, DWK, Tan, NM, Lee, BH, Cheng, J, Htoo, MT, Zhang, Z, Xu, Y, Gao, X & Srivastava, R 2013, ACHIKO-I retinal fundus image database and its evaluation on cup-to-disc ratio measurement. in Proceedings of the 2013 IEEE 8th Conference on Industrial Electronics and Applications, ICIEA 2013., 6566370, Proceedings of the 2013 IEEE 8th Conference on Industrial Electronics and Applications, ICIEA 2013, pp. 224-227, 2013 IEEE 8th Conference on Industrial Electronics and Applications, ICIEA 2013, Melbourne, VIC, Australia, 19/06/13. https://doi.org/10.1109/ICIEA.2013.6566370

ACHIKO-I retinal fundus image database and its evaluation on cup-to-disc ratio measurement. / Yin, Fengshou; Liu, Jiang; Wong, Damon Wing Kee et al.
Proceedings of the 2013 IEEE 8th Conference on Industrial Electronics and Applications, ICIEA 2013. 2013. p. 224-227 6566370 (Proceedings of the 2013 IEEE 8th Conference on Industrial Electronics and Applications, ICIEA 2013).

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

TY - GEN

T1 - ACHIKO-I retinal fundus image database and its evaluation on cup-to-disc ratio measurement

AU - Yin, Fengshou

AU - Liu, Jiang

AU - Wong, Damon Wing Kee

AU - Tan, Ngan Meng

AU - Lee, Beng Hai

AU - Cheng, Jun

AU - Htoo, Min Thet

AU - Zhang, Zhuo

AU - Xu, Yanwu

AU - Gao, Xinting

AU - Srivastava, Ruchir

PY - 2013

Y1 - 2013

N2 - Retinal fundus image is a widely used image modality to diagnose ocular diseases such as glaucoma, age-related macular degeneration and diabetic retinopathy. There are a number of fundus image databases available online. However, most of them are used for blood vessel extraction and optic disc localization, and hardly any have optic cup annotation. In this paper, we present a fundus image database with accurate annotation of both the optic disc and optic cup. Besides, there are multiple images for the same subject, taking under different conditions, allowing repeatability study of automated segmentation algorithms. Currently, ACHIKO-I contains 179 images and is divided into two subsets for different purposes. The database is used to evaluate our work on cup-to-disc ratio (CDR) measurement, which also demonstrates how the database can be used and assessed.

AB - Retinal fundus image is a widely used image modality to diagnose ocular diseases such as glaucoma, age-related macular degeneration and diabetic retinopathy. There are a number of fundus image databases available online. However, most of them are used for blood vessel extraction and optic disc localization, and hardly any have optic cup annotation. In this paper, we present a fundus image database with accurate annotation of both the optic disc and optic cup. Besides, there are multiple images for the same subject, taking under different conditions, allowing repeatability study of automated segmentation algorithms. Currently, ACHIKO-I contains 179 images and is divided into two subsets for different purposes. The database is used to evaluate our work on cup-to-disc ratio (CDR) measurement, which also demonstrates how the database can be used and assessed.

UR - https://www.scopus.com/pages/publications/84881394714

U2 - 10.1109/ICIEA.2013.6566370

DO - 10.1109/ICIEA.2013.6566370

M3 - Conference contribution

AN - SCOPUS:84881394714

SN - 9781467363211

T3 - Proceedings of the 2013 IEEE 8th Conference on Industrial Electronics and Applications, ICIEA 2013

SP - 224

EP - 227

BT - Proceedings of the 2013 IEEE 8th Conference on Industrial Electronics and Applications, ICIEA 2013

T2 - 2013 IEEE 8th Conference on Industrial Electronics and Applications, ICIEA 2013

Y2 - 19 June 2013 through 21 June 2013

ER -

Yin F, Liu J, Wong DWK, Tan NM, Lee BH, Cheng J et al. ACHIKO-I retinal fundus image database and its evaluation on cup-to-disc ratio measurement. In Proceedings of the 2013 IEEE 8th Conference on Industrial Electronics and Applications, ICIEA 2013. 2013. p. 224-227. 6566370. (Proceedings of the 2013 IEEE 8th Conference on Industrial Electronics and Applications, ICIEA 2013). doi: 10.1109/ICIEA.2013.6566370

ACHIKO-I retinal fundus image database and its evaluation on cup-to-disc ratio measurement

Abstract

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Conference

UN SDGs

ASJC Scopus subject areas

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