Synthetic stereo images of the optic disc from the CORD dataset

Research output: Contribution to conferencePoster

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.

Conference

Conference41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
Abbreviated titleEMBC 2019
CountryGermany
CityBerlin
Period23/07/1927/07/19
Internet address

Fingerprint

Optic Disk
Calibration
Optics
Cameras
Stereo vision
Glaucoma
Virtual reality
Databases
Datasets

Keywords

  • optic disc
  • reconstruction
  • synthetic stereo images

Cite this

Coghill, I., Jordan, K. C., Menolotto, M., Black, R. A., Livingstone, I. A. T., & Giardini, M. E. (2019). Synthetic stereo images of the optic disc from the CORD dataset. Poster session presented at 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, Germany.
Coghill, Ian ; Jordan, Kirsty C. ; Menolotto, Matteo ; Black, Richard A. ; Livingstone, Iain A.T. ; Giardini, Mario E. / Synthetic stereo images of the optic disc from the CORD dataset. Poster session presented at 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, Germany.1 p.
@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 = "7",
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/",

}

Coghill, I, Jordan, KC, Menolotto, M, Black, RA, Livingstone, IAT & Giardini, ME 2019, 'Synthetic stereo images of the optic disc from the CORD dataset' 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, Germany, 23/07/19 - 27/07/19, .

Synthetic stereo images of the optic disc from the CORD dataset. / Coghill, Ian; Jordan, Kirsty C.; Menolotto, Matteo; Black, Richard A.; Livingstone, Iain A.T.; Giardini, Mario E.

2019. Poster session presented at 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, Germany.

Research output: Contribution to conferencePoster

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

UR - https://embc.embs.org/2019/

M3 - Poster

ER -

Coghill I, Jordan KC, Menolotto M, Black RA, Livingstone IAT, Giardini ME. Synthetic stereo images of the optic disc from the CORD dataset. 2019. Poster session presented at 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, Germany.