Michael J. Collins 0001 - researchr alias

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Viewing Publication 1 - 31 from 31

2024

2023

Patch-based CNN for corneal segmentation of AS-OCT images: Effect of the number of classes and image quality upon performanceYoel F. Garcia-Marin, David Alonso-Caneiro, Damien Fisher, Stephen J. Vincent, Michael J. Collins 0001. cbm, 152:106342, 2023. [doi]

Enhanced OCT chorio-retinal segmentation in low-data settings with semi-supervised GAN augmentation using cross-localisationJason Kugelman, David Alonso-Caneiro, Scott A. Read, Stephen J. Vincent, Michael J. Collins 0001. cviu, 237:103852, December 2023. [doi]

2022

2021

Use of uncertainty quantification as a surrogate for layer segmentation error in Stargardt disease retinal OCT imagesDavid Alonso-Caneiro, Jason Kugelman, Janelle Tong, Michael Kalloniatis, Fred K. Chen, Scott A. Read, Michael J. Collins 0001. dicta 2021: 1-8 [doi]

OCT chorio-retinal segmentation with adversarial lossJason Kugelman, David Alonso-Caneiro, Scott A. Read, Stephen J. Vincent, Michael J. Collins 0001. dicta 2021: 1-8 [doi]

Data augmentation for patch-based OCT chorio-retinal segmentation using generative adversarial networksJason Kugelman, David Alonso-Caneiro, Scott A. Read, Stephen J. Vincent, Fred K. Chen, Michael J. Collins 0001. nca, 33(13):7393-7408, 2021. [doi]

OCT retinal image-to-image translation: Analysing the use of CycleGAN to improve retinal boundary semantic segmentationIgnacio A. Viedma, David Alonso-Caneiro, Scott A. Read, Michael J. Collins 0001. dicta 2021: 1-8 [doi]

2020

Dual image and mask synthesis with GANs for semantic segmentation in optical coherence tomographyJason Kugelman, David Alonso-Caneiro, Scott A. Read, Stephen J. Vincent, Fred K. Chen, Michael J. Collins 0001. dicta 2020: 1-8 [doi]

Effect of Altered OCT Image Quality on Deep Learning Boundary SegmentationJason Kugelman, David Alonso-Caneiro, Scott A. Read, Stephen J. Vincent, Fred K. Chen, Michael J. Collins 0001. access, 8:43537-43553, 2020. [doi]

2019

Constructing Synthetic Chorio-Retinal Patches using Generative Adversarial NetworksJason Kugelman, David Alonso-Caneiro, Scott A. Read, Stephen J. Vincent, Fred K. Chen, Michael J. Collins 0001. dicta 2019: 1-8 [doi]

2018

Automatic Retinal and Choroidal Boundary Segmentation in OCT Images Using Patch-Based Supervised Machine Learning MethodsDavid Alonso-Caneiro, Jason Kugelman, Jared Hamwood, Scott A. Read, Stephen J. Vincent, Fred K. Chen, Michael J. Collins 0001. ACCV 2019: 215-228 [doi]

2010

The Role of Cardiopulmonary Signals in the Dynamics of the Eye's Wavefront AberrationsMichael Muma, D. Robert Iskander, Michael J. Collins 0001. tbe, 57(2):373-383, 2010. [doi]

2009

2008

Estimating Corneal Surface Topography in Videokeratoscopy in the Presence of Strong Signal InterferenceDavid Alonso-Caneiro, D. Robert Iskander, Michael J. Collins 0001. tbe, 55(10):2381-2387, 2008. [doi]

2005

Evaluating tear film stability in the human eye with high-speed videokeratoscopyD. Robert Iskander, Michael J. Collins 0001, Brett A. Davis. tbe, 52(11):1939-1949, 2005. [doi]

2004

2002

Modeling of corneal surfaces with radial polynomialsD. Robert Iskander, Mark R. Morelande, Michael J. Collins 0001, Brett A. Davis. tbe, 49(4):320-328, 2002. [doi]

Automatic estimation of the corneal limbus in videokeratoscopyMark R. Morelande, D. Robert Iskander, Michael J. Collins 0001, Ross Franklin. tbe, 49(12):1617-1625, 2002. [doi]

2001

Optimal modeling of corneal surfaces with Zernike polynomialsD. Robert Iskander, Michael J. Collins 0001, Brett A. Davis. tbe, 48(1):87-95, 2001. [doi]

1999

Dynamic retinal image reconstruction of the human eyeChristopher Chao, D. Robert Iskander, Michael J. Collins 0001, Brett A. Davis, Mohammed Bennamoun. isspa 1999: 919-922 [doi]

Integrated DSP control and image acquisition system for measuring monochromatic aberrations in human eyesPaul Sulisz, Michael J. Collins 0001, Brett A. Davis, D. Robert Iskander. isspa 1999: 355-358 [doi]

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