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Stephen J. Vincent
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Journal Articles
- 2023
- [j4]Yoel F. Garcia-Marin, David Alonso-Caneiro
, Damien Fisher
, Stephen J. Vincent
, Michael J. Collins
:
Patch-based CNN for corneal segmentation of AS-OCT images: Effect of the number of classes and image quality upon performance. Comput. Biol. Medicine 152: 106342 (2023) - [j3]Jason Kugelman, David Alonso-Caneiro
, Scott A. Read, Stephen J. Vincent, Michael J. Collins
:
Enhanced OCT chorio-retinal segmentation in low-data settings with semi-supervised GAN augmentation using cross-localisation. Comput. Vis. Image Underst. 237: 103852 (2023) - 2021
- [j2]Jason Kugelman
, David Alonso-Caneiro
, Scott A. Read
, Stephen J. Vincent
, Fred K. Chen
, Michael J. Collins
:
Data augmentation for patch-based OCT chorio-retinal segmentation using generative adversarial networks. Neural Comput. Appl. 33(13): 7393-7408 (2021) - 2020
- [j1]Jason Kugelman
, David Alonso-Caneiro
, Scott A. Read
, Stephen J. Vincent
, Fred K. Chen
, Michael J. Collins
:
Effect of Altered OCT Image Quality on Deep Learning Boundary Segmentation. IEEE Access 8: 43537-43553 (2020)
Conference and Workshop Papers
- 2021
- [c4]Jason Kugelman, David Alonso-Caneiro
, Scott A. Read, Stephen J. Vincent, Michael J. Collins
:
OCT chorio-retinal segmentation with adversarial loss. DICTA 2021: 1-8 - 2020
- [c3]Jason Kugelman, David Alonso-Caneiro
, Scott A. Read, Stephen J. Vincent, Fred K. Chen, Michael J. Collins
:
Dual image and mask synthesis with GANs for semantic segmentation in optical coherence tomography. DICTA 2020: 1-8 - 2019
- [c2]Jason Kugelman, David Alonso-Caneiro
, Scott A. Read, Stephen J. Vincent
, Fred K. Chen
, Michael J. Collins
:
Constructing Synthetic Chorio-Retinal Patches using Generative Adversarial Networks. DICTA 2019: 1-8 - 2018
- [c1]David Alonso-Caneiro
, Jason Kugelman, Jared Hamwood, Scott A. Read
, Stephen J. Vincent
, Fred K. Chen
, Michael J. Collins
:
Automatic Retinal and Choroidal Boundary Segmentation in OCT Images Using Patch-Based Supervised Machine Learning Methods. ACCV Workshops 2018: 215-228
Coauthor Index
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