Synthetic stereo images of the optic disc from the CORD dataset

Ian Coghill; Kirsty C. Jordan; Matteo Menolotto; Richard A. Black; Iain A.T. Livingstone; Mario E. Giardini

Synthetic stereo images of the optic disc from the CORD dataset

Ian Coghill, Kirsty C. Jordan, Matteo Menolotto, Richard A. Black, Iain A.T. Livingstone, Mario E. Giardini

Research output: Contribution to conference › Poster › peer-review

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Abstract

Advancement of techniques for 3D reconstruction of the optic disc could lead to affordable objective detection of glaucoma. Applying computer stereo vision techniques to image pairs is particularly promising. More data, along with the stereo camera calibration parameters and ground truths required for validation, could aid development. This work presents a method to generate, using a virtual environment, synthetic stereo images of optic discs from images in the CORD database and obtain the corresponding stereo camera calibration parameters and ground truths. Our own reconstruction technique was tested using data created using this environment and quantitatively validated.

Original language	English
Number of pages	1
Publication status	Published - 23 Jul 2019
Event	41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Berlin, Germany Duration: 23 Jul 2019 → 27 Jul 2019 https://embc.embs.org/2019/

Conference

Conference	41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
Abbreviated title	EMBC 2019
Country/Territory	Germany
City	Berlin
Period	23/07/19 → 27/07/19
Internet address	https://embc.embs.org/2019/

Keywords

optic disc
reconstruction
synthetic stereo images

Access to Document

Coghill-etal-EMBC2019-Synthetic-stereo-images-of-the-optic-disc-from-the-CORD-datasetAccepted author manuscript, 187 KB

EPSRC Centre for Doctoral Training in Medical Devices and Health Technologies | Coghill, Ian
Giardini, M. E., Black, R. A. & Coghill, I.
EPSRC (Engineering and Physical Sciences Research Council)
1/10/16 → 14/05/21
Project: Research Studentship - Internally Allocated

Comprehensive Ophthalmic Research Database - CORD
Menolotto, M. (Creator), Giardini, M. E. (Creator), Jordan, K. (Creator) & Coghill, I. (Creator), University of Strathclyde, 14 Mar 2019
DOI: 10.15129/39bcd12d-0677-4cf3-a099-b763fbb7d3c4, https://cord.bioe.strath.ac.uk/
Dataset

Cite this

@conference{c4d49c0218f547a493e9970875cd5490,

title = "Synthetic stereo images of the optic disc from the CORD dataset",

abstract = "Advancement of techniques for 3D reconstruction of the optic disc could lead to affordable objective detection of glaucoma. Applying computer stereo vision techniques to image pairs is particularly promising. More data, along with the stereo camera calibration parameters and ground truths required for validation, could aid development. This work presents a method to generate, using a virtual environment, synthetic stereo images of optic discs from images in the CORD database and obtain the corresponding stereo camera calibration parameters and ground truths. Our own reconstruction technique was tested using data created using this environment and quantitatively validated.",

keywords = "optic disc, reconstruction, synthetic stereo images",

author = "Ian Coghill and Jordan, {Kirsty C.} and Matteo Menolotto and Black, {Richard A.} and Livingstone, {Iain A.T.} and Giardini, {Mario E.}",

year = "2019",

month = jul,

day = "23",

language = "English",

note = "41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), EMBC 2019 ; Conference date: 23-07-2019 Through 27-07-2019",

url = "https://embc.embs.org/2019/",

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TY - CONF

T1 - Synthetic stereo images of the optic disc from the CORD dataset

AU - Coghill, Ian

AU - Jordan, Kirsty C.

AU - Menolotto, Matteo

AU - Black, Richard A.

AU - Livingstone, Iain A.T.

AU - Giardini, Mario E.

PY - 2019/7/23

Y1 - 2019/7/23

N2 - Advancement of techniques for 3D reconstruction of the optic disc could lead to affordable objective detection of glaucoma. Applying computer stereo vision techniques to image pairs is particularly promising. More data, along with the stereo camera calibration parameters and ground truths required for validation, could aid development. This work presents a method to generate, using a virtual environment, synthetic stereo images of optic discs from images in the CORD database and obtain the corresponding stereo camera calibration parameters and ground truths. Our own reconstruction technique was tested using data created using this environment and quantitatively validated.

AB - Advancement of techniques for 3D reconstruction of the optic disc could lead to affordable objective detection of glaucoma. Applying computer stereo vision techniques to image pairs is particularly promising. More data, along with the stereo camera calibration parameters and ground truths required for validation, could aid development. This work presents a method to generate, using a virtual environment, synthetic stereo images of optic discs from images in the CORD database and obtain the corresponding stereo camera calibration parameters and ground truths. Our own reconstruction technique was tested using data created using this environment and quantitatively validated.

KW - optic disc

KW - reconstruction

KW - synthetic stereo images

M3 - Poster

T2 - 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

Y2 - 23 July 2019 through 27 July 2019

ER -

Synthetic stereo images of the optic disc from the CORD dataset

Abstract

Conference

Keywords

Access to Document

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Projects

EPSRC Centre for Doctoral Training in Medical Devices and Health Technologies | Coghill, Ian

Datasets

Comprehensive Ophthalmic Research Database - CORD

Cite this