Scott A. Read

14 papers Misc 7Journal 6Unranked 1
YearRankTypeTitle / Venue / Authors
2024 Misc conf
A Variational Autoencoder Approach for Blink Detection in Mobile Eye Tracking Devices.
DICTA
Mahdi Heravian Shandiz, David Alonso-Caneiro, Scott A. Read, Michael J. Collins
2024 J jnl
Enhancing OCT patch-based segmentation with improved GAN data augmentation and semi-supervised learning.
Neural Comput. Appl.
Jason Kugelman, David Alonso-Caneiro, Scott A. Read, Stephen J. Vincent, Michael J. Collins
2024 Misc conf
Speckle Feature Classification for Optical Coherence Tomography Flow Rate Assessment.
DICTA
Samaneh Hashemi, David Alonso-Caneiro, Michael J. Collins, Scott A. Read, Zhiyong Li
2023 J jnl
Enhanced OCT chorio-retinal segmentation in low-data settings with semi-supervised GAN augmentation using cross-localisation.
Comput. Vis. Image Underst.
Jason Kugelman, David Alonso-Caneiro, Scott A. Read, Stephen J. Vincent, Michael J. Collins
2022 J jnl
Deep learning in retinal optical coherence tomography (OCT): A comprehensive survey.
Neurocomputing
Ignacio A. Viedma, David Alonso-Caneiro, Scott A. Read, Michael J. Collins
2022 J jnl
OCT Retinal and Choroidal Layer Instance Segmentation Using Mask R-CNN.
Sensors
Ignacio A. Viedma, David Alonso-Caneiro, Scott A. Read, Michael J. Collins
2021 J jnl
Data augmentation for patch-based OCT chorio-retinal segmentation using generative adversarial networks.
Neural Comput. Appl.
Jason Kugelman, David Alonso-Caneiro, Scott A. Read, Stephen J. Vincent, Fred K. Chen, Michael J. Collins
2021 Misc conf
OCT chorio-retinal segmentation with adversarial loss.
DICTA
Jason Kugelman, David Alonso-Caneiro, Scott A. Read, Stephen J. Vincent, Michael J. Collins
2021 Misc conf
OCT retinal image-to-image translation: Analysing the use of CycleGAN to improve retinal boundary semantic segmentation.
DICTA
Ignacio A. Viedma, David Alonso-Caneiro, Scott A. Read, Michael J. Collins
2021 Misc conf
Use of uncertainty quantification as a surrogate for layer segmentation error in Stargardt disease retinal OCT images.
DICTA
David Alonso-Caneiro, Jason Kugelman, Janelle Tong, Michael Kalloniatis, Fred K. Chen, Scott A. Read, Michael J. Collins
2020 Misc conf
Dual image and mask synthesis with GANs for semantic segmentation in optical coherence tomography.
DICTA
Jason Kugelman, David Alonso-Caneiro, Scott A. Read, Stephen J. Vincent, Fred K. Chen, Michael J. Collins
2020 J jnl
Effect of Altered OCT Image Quality on Deep Learning Boundary Segmentation.
IEEE Access
Jason Kugelman, David Alonso-Caneiro, Scott A. Read, Stephen J. Vincent, Fred K. Chen, Michael J. Collins
2019 Misc conf
Constructing Synthetic Chorio-Retinal Patches using Generative Adversarial Networks.
DICTA
Jason Kugelman, David Alonso-Caneiro, Scott A. Read, Stephen J. Vincent, Fred K. Chen, Michael J. Collins
2018 — conf
Automatic Retinal and Choroidal Boundary Segmentation in OCT Images Using Patch-Based Supervised Machine Learning Methods.
ACCV Workshops
David Alonso-Caneiro, Jason Kugelman, Jared Hamwood, Scott A. Read, Stephen J. Vincent, Fred K. Chen, Michael J. Collins