Locating the optic disk in retinal images via plausible detection and constraint satisfaction

Emanuele Trucco; Pawan J. Kamat

doi:10.1109/ICIP.2004.1418713

Locating the optic disk in retinal images via plausible detection and constraint satisfaction

Emanuele Trucco, Pawan J. Kamat

School of Engineering & Physical Sciences

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

21 Citations (Scopus)

Abstract

This paper present a novel, robust approach to the automatic location of the optic disk in retinal (fundus) images. Instead of generating a single, high-confidence optic disk candidate, we generate sets of plausible candidates for optic disk, macula and main vessels, then search the space of all possible triplets (optic disk, macula, vessels) to identify the one satisfying a-priori anatomical constraints. Our first implementation achieved 100% success with 40 wide-field-of-view retinal images acquired by an OPTOS Panorama ophtalmoscope. It also matched the performance of a visible, recently reported algorithm [1] on the STARE test set [2], and succeeded in some cases where [1] failed. ©2004 IEEE.

Original language	English
Title of host publication	Proceedings - International Conference on Image Processing, ICIP
Subtitle of host publication	2004 International Conference on Image Processing, ICIP 2004; 24 October 2004 through 27 October 2004
Pages	155-158
Number of pages	4
Volume	1
DOIs	https://doi.org/10.1109/ICIP.2004.1418713
Publication status	Published - 2004
Event	Advanced Free-Space Optical Communications Techniques and Technologies - London, United Kingdom Duration: 27 Oct 2004 → 28 Oct 2004

Publication series

Name	Proceedings - International Conference on Image Processing, ICIP
ISSN (Print)	1522-4880

Conference

Conference	Advanced Free-Space Optical Communications Techniques and Technologies
Country/Territory	United Kingdom
City	London
Period	27/10/04 → 28/10/04

Access to Document

10.1109/ICIP.2004.1418713

Cite this

Trucco, E., & Kamat, P. J. (2004). Locating the optic disk in retinal images via plausible detection and constraint satisfaction. In Proceedings - International Conference on Image Processing, ICIP: 2004 International Conference on Image Processing, ICIP 2004; 24 October 2004 through 27 October 2004 (Vol. 1, pp. 155-158). (Proceedings - International Conference on Image Processing, ICIP). https://doi.org/10.1109/ICIP.2004.1418713

Trucco, Emanuele ; Kamat, Pawan J. / Locating the optic disk in retinal images via plausible detection and constraint satisfaction. Proceedings - International Conference on Image Processing, ICIP: 2004 International Conference on Image Processing, ICIP 2004; 24 October 2004 through 27 October 2004. Vol. 1 2004. pp. 155-158 (Proceedings - International Conference on Image Processing, ICIP).

@inproceedings{aa934be4445d404bb598bee554a76a96,

title = "Locating the optic disk in retinal images via plausible detection and constraint satisfaction",

abstract = "This paper present a novel, robust approach to the automatic location of the optic disk in retinal (fundus) images. Instead of generating a single, high-confidence optic disk candidate, we generate sets of plausible candidates for optic disk, macula and main vessels, then search the space of all possible triplets (optic disk, macula, vessels) to identify the one satisfying a-priori anatomical constraints. Our first implementation achieved 100% success with 40 wide-field-of-view retinal images acquired by an OPTOS Panorama ophtalmoscope. It also matched the performance of a visible, recently reported algorithm [1] on the STARE test set [2], and succeeded in some cases where [1] failed. {\textcopyright}2004 IEEE.",

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language = "English",

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note = "Advanced Free-Space Optical Communications Techniques and Technologies ; Conference date: 27-10-2004 Through 28-10-2004",

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Trucco, E & Kamat, PJ 2004, Locating the optic disk in retinal images via plausible detection and constraint satisfaction. in Proceedings - International Conference on Image Processing, ICIP: 2004 International Conference on Image Processing, ICIP 2004; 24 October 2004 through 27 October 2004. vol. 1, Proceedings - International Conference on Image Processing, ICIP, pp. 155-158, Advanced Free-Space Optical Communications Techniques and Technologies, London, United Kingdom, 27/10/04. https://doi.org/10.1109/ICIP.2004.1418713

Locating the optic disk in retinal images via plausible detection and constraint satisfaction. / Trucco, Emanuele; Kamat, Pawan J.
Proceedings - International Conference on Image Processing, ICIP: 2004 International Conference on Image Processing, ICIP 2004; 24 October 2004 through 27 October 2004. Vol. 1 2004. p. 155-158 (Proceedings - International Conference on Image Processing, ICIP).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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AU - Trucco, Emanuele

AU - Kamat, Pawan J.

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N2 - This paper present a novel, robust approach to the automatic location of the optic disk in retinal (fundus) images. Instead of generating a single, high-confidence optic disk candidate, we generate sets of plausible candidates for optic disk, macula and main vessels, then search the space of all possible triplets (optic disk, macula, vessels) to identify the one satisfying a-priori anatomical constraints. Our first implementation achieved 100% success with 40 wide-field-of-view retinal images acquired by an OPTOS Panorama ophtalmoscope. It also matched the performance of a visible, recently reported algorithm [1] on the STARE test set [2], and succeeded in some cases where [1] failed. ©2004 IEEE.

AB - This paper present a novel, robust approach to the automatic location of the optic disk in retinal (fundus) images. Instead of generating a single, high-confidence optic disk candidate, we generate sets of plausible candidates for optic disk, macula and main vessels, then search the space of all possible triplets (optic disk, macula, vessels) to identify the one satisfying a-priori anatomical constraints. Our first implementation achieved 100% success with 40 wide-field-of-view retinal images acquired by an OPTOS Panorama ophtalmoscope. It also matched the performance of a visible, recently reported algorithm [1] on the STARE test set [2], and succeeded in some cases where [1] failed. ©2004 IEEE.

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M3 - Conference contribution

SN - 0780385543

VL - 1

T3 - Proceedings - International Conference on Image Processing, ICIP

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BT - Proceedings - International Conference on Image Processing, ICIP

T2 - Advanced Free-Space Optical Communications Techniques and Technologies

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Trucco E, Kamat PJ. Locating the optic disk in retinal images via plausible detection and constraint satisfaction. In Proceedings - International Conference on Image Processing, ICIP: 2004 International Conference on Image Processing, ICIP 2004; 24 October 2004 through 27 October 2004. Vol. 1. 2004. p. 155-158. (Proceedings - International Conference on Image Processing, ICIP). doi: 10.1109/ICIP.2004.1418713

Locating the optic disk in retinal images via plausible detection and constraint satisfaction

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