Synthetic stereo images of the optic disc from the CORD dataset

Coghill, Ian and Jordan, Kirsty C. and Menolotto, Matteo and Black, Richard A. and Livingstone, Iain A.T. and Giardini, Mario E. (2019) Synthetic stereo images of the optic disc from the CORD dataset. In: 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019-07-23 - 2019-07-27.

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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.

    Author(s):Coghill, Ian, Jordan, Kirsty C. ORCID logoORCID: https://orcid.org/0000-0001-5684-0664, Menolotto, Matteo ORCID logoORCID: https://orcid.org/0000-0001-7688-3821, Black, Richard A., Livingstone, Iain A.T. and Giardini, Mario E. ORCID logoORCID: https://orcid.org/0000-0003-4849-9683
    Item type:Conference or Workshop Item(Poster)
    ID code:67675
    Keywords:optic disc, reconstruction, synthetic stereo images, Bioengineering, Biomedical Engineering, Ophthalmology
    Subjects:Technology > Engineering (General). Civil engineering (General) > Bioengineering
    Department:Faculty of Engineering > Biomedical Engineering
    Strategic Research Themes > Health and Wellbeing
    Depositing user: Pure Administrator
    Date deposited:02 May 2019 10:26
    Last modified:12 Oct 2019 00:50
    Related URLs:
    URI:https://strathprints.strath.ac.uk/id/eprint/67675
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