Michael J. Collins

Orcid: 0000-0001-5226-5498

Affiliations:

Queensland University of Technology, School of Optometry and Vision Science

According to our database¹, Michael J. Collins authored at least 30 papers between 1999 and 2024.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Enhancing OCT patch-based segmentation with improved GAN data augmentation and semi-supervised learning.

[BibT_eX]

[DOI]

Neural Comput. Appl., October, 2024

2023

Enhanced OCT chorio-retinal segmentation in low-data settings with semi-supervised GAN augmentation using cross-localisation.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., December, 2023

Patch-based CNN for corneal segmentation of AS-OCT images: Effect of the number of classes and image quality upon performance.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2023

2022

Design of a focused light field fundus camera for retinal imaging.

[BibT_eX]

[DOI]

Anjali Tumkur Jaiprakash

Signal Process. Image Commun., 2022

OCT Retinal and Choroidal Layer Instance Segmentation Using Mask R-CNN.

[BibT_eX]

[DOI]

Sensors, 2022

Deep learning in retinal optical coherence tomography (OCT): A comprehensive survey.

[BibT_eX]

[DOI]

Neurocomputing, 2022

2021

Data augmentation for patch-based OCT chorio-retinal segmentation using generative adversarial networks.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2021

OCT retinal image-to-image translation: Analysing the use of CycleGAN to improve retinal boundary semantic segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021

OCT chorio-retinal segmentation with adversarial loss.

[BibT_eX]

[DOI]

Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021

Use of uncertainty quantification as a surrogate for layer segmentation error in Stargardt disease retinal OCT images.

[BibT_eX]

[DOI]

Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021

2020

Effect of Altered OCT Image Quality on Deep Learning Boundary Segmentation.

[BibT_eX]

[DOI]

IEEE Access, 2020

Dual image and mask synthesis with GANs for semantic segmentation in optical coherence tomography.

[BibT_eX]

[DOI]

Proceedings of the Digital Image Computing: Techniques and Applications, 2020

2019

Constructing Synthetic Chorio-Retinal Patches using Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

2018

Automatic Retinal and Choroidal Boundary Segmentation in OCT Images Using Patch-Based Supervised Machine Learning Methods.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2018 Workshops, 2018

2010

The Role of Cardiopulmonary Signals in the Dynamics of the Eye's Wavefront Aberrations.

[BibT_eX]

[DOI]

Michael Muma

D. Robert Iskander

Michael J. Collins

IEEE Trans. Biomed. Eng., 2010

2009

A Technique to Measure Eyelid Pressure Using Piezoresistive Sensors.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2009

Modeling Corneal Surfaces With Rational Functions for High-Speed Videokeratoscopy Data Compression.

[BibT_eX]

[DOI]

Martin Schneider

D. Robert Iskander

Michael J. Collins

IEEE Trans. Biomed. Eng., 2009

Assessment of Tear Film Surface Quality Using Dynamic-Area High-Speed Videokeratoscopy.

[BibT_eX]

[DOI]

David Alonso-Caneiro

D. Robert Iskander

Michael J. Collins

IEEE Trans. Biomed. Eng., 2009

Enhancing the Standard Operating Range of a Placido Disk Videokeratoscope for Corneal Surface Estimation.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2009

2008

Estimating Corneal Surface Topography in Videokeratoscopy in the Presence of Strong Signal Interference.

[BibT_eX]

[DOI]

David Alonso-Caneiro

D. Robert Iskander

Michael J. Collins

IEEE Trans. Biomed. Eng., 2008

Computationally efficient interference detection in videokeratoscopy images.

[BibT_eX]

[DOI]

David Alonso-Caneiro

D. Robert Iskander

Michael J. Collins

Proceedings of the International Workshop on Multimedia Signal Processing, 2008

2005

Evaluating tear film stability in the human eye with high-speed videokeratoscopy.

[BibT_eX]

[DOI]

D. Robert Iskander

Michael J. Collins

Brett A. Davis

IEEE Trans. Biomed. Eng., 2005

2004

A refined bootstrap method for estimating the Zernike polynomial model order for corneal surfaces.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2004

Analyzing the dynamic wavefront aberrations in the human eye.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2004

Automatic pupillometry from digital images.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2004

2002

Automatic estimation of the corneal limbus in videokeratoscopy.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2002

Modeling of corneal surfaces with radial polynomials.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2002

2001

Optimal modeling of corneal surfaces with Zernike polynomials.

[BibT_eX]

[DOI]

D. Robert Iskander

Michael J. Collins

Brett A. Davis

IEEE Trans. Biomed. Eng., 2001

1999

Integrated DSP control and image acquisition system for measuring monochromatic aberrations in human eyes.

[BibT_eX]

[DOI]

Proceedings of the ISSPA '99. Proceedings of the Fifth International Symposium on Signal Processing and its Applications, 1999

Dynamic retinal image reconstruction of the human eye.

[BibT_eX]

[DOI]

Proceedings of the ISSPA '99. Proceedings of the Fifth International Symposium on Signal Processing and its Applications, 1999

Michael J. Collins

Timeline

Legend:

Links

Online presence:

On csauthors.net:

Bibliography

Loading...