Michael J. Collins

32 papers C 1Misc 7Journal 21Unranked 3
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
2023 J jnl
Patch-based CNN for corneal segmentation of AS-OCT images: Effect of the number of classes and image quality upon performance.
Comput. Biol. Medicine
Yoel F. Garcia-Marin, David Alonso-Caneiro, Damien Fisher, 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
Design of a focused light field fundus camera for retinal imaging.
Signal Process. Image Commun.
Thomas Coppin, Douglas W. Palmer, Krishan Rana, Donald G. Dansereau, Michael J. Collins, David A. Atchison, Jonathan Roberts, Ross Crawford, Anjali Tumkur Jaiprakash
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
2010 J jnl
The Role of Cardiopulmonary Signals in the Dynamics of the Eye's Wavefront Aberrations.
IEEE Trans. Biomed. Eng.
Michael Muma, D. Robert Iskander, Michael J. Collins
2009 J jnl
A Technique to Measure Eyelid Pressure Using Piezoresistive Sensors.
IEEE Trans. Biomed. Eng.
Alyra J. Shaw, Brett A. Davis, Michael J. Collins, Leo G. Carney
2009 J jnl
Assessment of Tear Film Surface Quality Using Dynamic-Area High-Speed Videokeratoscopy.
IEEE Trans. Biomed. Eng.
David Alonso-Caneiro, D. Robert Iskander, Michael J. Collins
2009 J jnl
Enhancing the Standard Operating Range of a Placido Disk Videokeratoscope for Corneal Surface Estimation.
IEEE Trans. Biomed. Eng.
Weaam Alkhaldi, D. Robert Iskander, Abdelhak M. Zoubir, Michael J. Collins
2009 J jnl
Modeling Corneal Surfaces With Rational Functions for High-Speed Videokeratoscopy Data Compression.
IEEE Trans. Biomed. Eng.
Martin Schneider, D. Robert Iskander, Michael J. Collins
2008 C conf
Computationally efficient interference detection in videokeratoscopy images.
MMSP
David Alonso-Caneiro, D. Robert Iskander, Michael J. Collins
2008 J jnl
Estimating Corneal Surface Topography in Videokeratoscopy in the Presence of Strong Signal Interference.
IEEE Trans. Biomed. Eng.
David Alonso-Caneiro, D. Robert Iskander, Michael J. Collins
2005 J jnl
Evaluating tear film stability in the human eye with high-speed videokeratoscopy.
IEEE Trans. Biomed. Eng.
D. Robert Iskander, Michael J. Collins, Brett A. Davis
2004 J jnl
A refined bootstrap method for estimating the Zernike polynomial model order for corneal surfaces.
IEEE Trans. Biomed. Eng.
D. Robert Iskander, Mark R. Morelande, Michael J. Collins, Tobias Buehren
2004 J jnl
Analyzing the dynamic wavefront aberrations in the human eye.
IEEE Trans. Biomed. Eng.
D. Robert Iskander, Michael J. Collins, Mark R. Morelande, Mingxia Zhu
2004 J jnl
Automatic pupillometry from digital images.
IEEE Trans. Biomed. Eng.
D. Robert Iskander, Michael J. Collins, Siegfried Mioschek, Martin Trunk
2002 J jnl
Automatic estimation of the corneal limbus in videokeratoscopy.
IEEE Trans. Biomed. Eng.
Mark R. Morelande, D. Robert Iskander, Michael J. Collins, Ross Franklin
2002 J jnl
Modeling of corneal surfaces with radial polynomials.
IEEE Trans. Biomed. Eng.
D. Robert Iskander, Mark R. Morelande, Michael J. Collins, Brett A. Davis
2001 J jnl
Optimal modeling of corneal surfaces with Zernike polynomials.
IEEE Trans. Biomed. Eng.
D. Robert Iskander, Michael J. Collins, Brett A. Davis
1999 — conf
Dynamic retinal image reconstruction of the human eye.
ISSPA
Christopher Chao, D. Robert Iskander, Michael J. Collins, Brett A. Davis, Mohammed Bennamoun
1999 — conf
Integrated DSP control and image acquisition system for measuring monochromatic aberrations in human eyes.
ISSPA
Paul Sulisz, Michael J. Collins, Brett A. Davis, D. Robert Iskander