Image Processing

Image Processing

Separate from work in medical and biomedical datasets, I have worked with a variety of other images, from gemstones to human faces to ants and bees!

Team members:

Riad Ibadulla

PhD Student
City, University of London

Alejandro Cartas

Research Assistant
Alumni, University of Sussex

Carlos Fernando Ramos-Lopez

Research Assistant
Alumni, University of Sussex

Collaborators:

Joana Fonseca

Senior Lecturer In Geotechnical Engineering, City, University of London

Jo Verhoeven

Division of Language and Communication Science, City, University of London

Luis Martinez-Lemus

Medical Pharmacology and Physiology, University of Missouri, USA

Martin Jones

Electron Microscopy Science Technology Platform, Francis Crick Institute, UK

Publications:

Fat-U-Net: Non-Contracting U-Net for Free-Space Optical Neural Networks Riad Ibadulla, Constantino Carlos Reyes-Aldasoro, Thomas M. Chen" Published in AI and Optical Data Sciences V, January 2024 (see publication) Research themes: Image Processing, Machine Learning, AI, Deep Learning, Microscopy Type: Conference

FatNet: High-Resolution Kernels for Classification Using Fully Convolutional Optical Neural Networks Riad Ibadulla, Thomas M. Chen, Constantino Carlos Reyes-Aldasoro" Published in AI, March 2023 (see publication) Research themes: Image Processing, Machine Learning, AI, Deep Learning, Microscopy Type: Paper

FatNet: High Resolution Kernels for Classification Using Fully Convolutional Optical Neural Networks Riad Ibadulla, Thomas M. Chen, Constantino Carlos Reyes-Aldasoro Published in arXiv, October 2022 (see publication) Research themes: Image Processing, Machine Learning, AI, Deep Learning, Microscopy Type: Pre-print

Three-dimensional quantification of the morphology and intragranular void ratio of a shelly carbonate sand J. Fonseca, C. C. Reyes-Aldasoro, L. Wils Published in Deformation Characteristics of Geomaterials, October 2016 (see publication) Research themes: Image Processing Type: Book Chapter

Image-based investigation into the primary fabric of stress-transmitting particles in sand J. Fonseca, C. C. Reyes-Aldasoro, C. O׳Sullivan, M. R. Coop Published in Geomechanics from Micro to Macro, August 2014 (see publication) Research themes: Image Processing Type: Book Chapter

Dynamic analysis of the effects of vehicle movement over bridges observed with CCTV images Alfredo Camara, Constantino Carlos Reyes-Aldasoro Published in Engineering Structures, July 2024 (see publication) Research themes: Image Processing, Machine Learning, AI, Deep Learning, Microscopy Type: Journal

A multidisciplinary team and multiagency approach for AI implementation: A commentary for medical imaging and radiotherapy key stakeholders Nikolaos Stogiannos, Caitlin Gillan, Helle Precht, Claudia sa dos Reis, Amrita Kumar, Tracy O'Regan, Vanessa Ellis, Anna Barnes, Richard Meades, Michael Pogose, Julien Greggio, Erica Scurr, Shamie Kumar, Graham King, David Rosewarne, Catherine Jones, Kicky G. van Leeuwen, Emma Hyde, Charlotte Beardmore, Juan Gutierrez Alliende, Samar El-Farra, Stamatia Papathanasiou, Jan Beger, Jonathan Nash, Peter van Ooijen, Christiane Zelenyanszki, Barbara Koch, Keith Antony Langmack, Richard Tucker, Vicky Goh, Tom Turmezei, Gerald Lip, Constantino Carlos Reyes-Aldasoro, Eduardo Alonso, Geraldine Dean, Shashivadan P. Hirani, Sofia Torre, Theophilus N. Akudjedu, Benard Ohene-Botwe, Ricardo Khine, Chris O'Sullivan, Yiannis Kyratsis, Mark McEntee, Peter Wheatstone, Yvonne Thackray, James Cairns, Derek Jerome, Andrew Scarsbrook, Christina Malamateniou Published in Journal of Medical Imaging and Radiation Sciences, July 2024 (see publication) Research themes: Image Processing, Machine Learning, AI, Deep Learning, Microscopy Type: Journal

International Classification of Diseases Prediction from MIMIIC-III Clinical Text Using Pre-Trained ClinicalBERT and NLP Deep Learning Models Achieving State of the Art Ilyas Aden, Christopher H T Child, Constantino Carlos Reyes-Aldasoro, Published in Big Data and Cognitive Computing, May 2024 (see publication) Research themes: Image Processing, Machine Learning, AI, Deep Learning, Microscopy Type: Paper

Dynamic analysis of the effects of vehicle movement over bridges observed with CCTV images Alfredo Camara, Constantino Carlos Reyes-Aldasoro Published in Engrxiv, January 2024 (see publication) Research themes: Image Processing, Machine Learning, AI, Deep Learning, Microscopy Type: Pre-print

PLPose: An Efficient Framework for Detecting Power Lines via Key Points-based Pose Estimation Rabeea Jaffari, Manzoor Ahmed Hashmani, Constantino Carlos Reyes-Aldasoro, Aisha Zahid Junejo, Hasmi Taib, M Nasir B Abdullah Published in Journal of King Saud University-Computer and Information Sciences, June 2023 (see publication) Research themes: Image Processing, Machine Learning, AI, Deep Learning, Microscopy Type: Paper

Contrastive counterfactual visual explanations with overdetermination Adam White, Kwun Ho Ngan, James Phelan, Kevin Ryan, Saman Sadeghi Afgeh, Constantino Carlos Reyes-Aldasoro, Artur d'Avila Garcez Published in Machine Learning, March 2023 (see publication) Research themes: Image Processing, Machine Learning, AI, Deep Learning, Microscopy Type: Paper

Automatic Gemstone Classification Using Computer Vision Bona Hiu Yan Chow, Constantino Carlos Reyes-Aldasoro, Published in Minerals, December 2021 (see publication) Research themes: Image Processing, Machine Learning, AI, Deep Learning, Microscopy Type: Paper

Detection of Pitt–Hopkins Syndrome Based on Morphological Facial Features Elena D'Amato, Constantino Carlos Reyes-Aldasoro, Arianna Consiglio, Gabriele D’Amato, Maria Felicia Faienza, Marcella Zollino Published in Applied Sciences, December 2021 (see publication) Research themes: Image Processing Type: Paper

Contrastive Counterfactual Visual Explanations With Overdetermination Adam White, Kwun Ho Ngan, James Phelan, Saman Sadeghi Afgeh, Kevin Ryan, Constantino Carlos Reyes-Aldasoro, Artur d'Avila Garcez Published in arXiv, September 2021 (see publication) Research themes: Image Processing, Machine Learning, AI, Deep Learning, Microscopy Type: Pre-print

A Novel Focal Phi Loss for Power Line Segmentation with Auxiliary Classifier U-Net Rabeea Jaffari, Manzoor Ahmed Hashmani, Constantino Carlos Reyes-Aldasoro Published in Sensors (Basel), April 2021 (see publication) Research themes: Image Processing, Machine Learning, AI, Deep Learning, Microscopy Type: Paper

Automatic Analysis of Bees’ Waggle Dance Jordan Reece, Margaret Couvillon, Christoph Grüter, Francis Ratnieks, Constantino Carlos Reyes-Aldasoro Published in bioRxiv, November 2020 (see publication) Research themes: Image Processing Type: Pre-print

The relationship between Fully Connected Layers and number of classes for the analysis of retinal images Ajna Ram, Constantino Carlos Reyes-Aldasoro Published in arXiv, March 2020 (see publication) Research themes: Image Processing, Machine Learning, AI, Deep Learning, Medical Imaging, Microscopy Type: Pre-print

Detection of Pitt-Hopkins Syndrome based on morphological facial features Elena D'Amato, Constantino Carlos Reyes-Aldasoro, Maria Felicia Faienza, Marcella Zollino Published in arXiv, March 2020 (see publication) Research themes: Image Processing Type: Pre-print

Effect of Viscosity and Speed on Oil Cavitation Development in a Single Piston-Ring Lubricant Assembly Jamshid M. Nouri, Ioannis Vasilakos, Youyou Yan, Constantino-Carlos Reyes-Aldasoro Published in Lubricants, October 2019 (see publication) Research themes: Image Processing Type: Paper

Asymmetries in speech articulation as reflected on palatograms: A meta-study Jo Verhoeven, Peter Mariën, Ilke De Clerck, Luc Daems, Constantino Carlos Reyes-Aldasoro, Naomi Rachel Miller Published in Proceedings of the 19th International Congress of Phonetic Sciences, August 2019 (see publication) Research themes: Image Processing, Phonetics Type: Conference

Asymmetries in tongue-palate contact during speech Jo Verhoeven, Naomi Rachel Miller, Luc Daems, Constantino Carlos Reyes-Aldasoro Published in Proceedings of the 19th International Congress of Phonetic Sciences., August 2019 (see publication) Research themes: Image Processing, Phonetics Type: Conference

Visualisation and Analysis of Speech Production with Electropalatography Jo Verhoeven, Naomi Rachel Miller, Luc Daems, Constantino Carlos Reyes-Aldasoro Published in Journal of Imaging, March 2019 (see publication) Research themes: Image Processing, Phonetics Type: Paper

Morphological Analysis of Fenestrae in Arteries Muhammad Moazzam Jawaid, Francisco Ramirez-Perez, Antoine Plumerault, Flora Quilichini, Jose Alonso Solis-Lemus, Luis Martinez-Lemus, Constantino Carlos Reyes-Aldasoro Published in Emerging Technologies in Computing. First International Conference, iCETiC 2018, August 2018 (see publication) Research themes: Circulation, Image Processing Type: Conference

Analysis of the symmetry of electrodes for Electropalatography with Cone Beam CT Scanning Jo Verhoeven, Naomi Rachel Miller, Constantino Carlos Reyes-Aldasoro Published in Annual Conference on Medical Image Understanding and Analysis, August 2018 (see publication) Research themes: Image Processing, Phonetics Type: Conference

Image-based investigation into the primary fabric of stress-transmitting particles in sand J. Fonseca, S. Nadimi, C. C. Reyes-Aldasoro, C. O׳Sullivan, M. R. Coop Published in Soils and Foundations, October 2016 (see publication) Research themes: Image Processing Type: Paper

Behavior Analysis of Ants from Video Sequences Alejandro Cartas, Maedeh Aghaei, Christoph Grüter, Francis L. W. Ratnieks, Constantino Carlos Reyes-Aldasoro Published in ICPR2016, April 2016 (see publication) Research themes: Image Processing Type: Conference

Biomedical Image Analysis Recipes in MATLAB: For Life Scientists and Engineers C. C. Reyes-Aldasoro Published in Wiley, June 2015 (see publication) Research themes: Image Processing, Medical Imaging Type: Book

A Robust and Artifact Resistant Algorithm of Ultrawideband Imaging System for Breast Cancer Detection Tengfei Yin, Falah H. Ali, Constantino Carlos Reyes-Aldasoro Published in IEEE transactions on bio-medical engineering, June 2015 (see publication) Research themes: Cancer, Image Processing, Medical Imaging Type: Paper

Homage to Professor Maria Petrou Xavier Llado, Atsushi Imiya, David Mason, Constantino Carlos Reyes-Aldasoro, Kazuaki Aoki, Mineichi Kudo, Yu-Jin Zhang, Vasileios Argyriou Published in Pattern Recognition Letters, October 2014 (see publication) Research themes: Image Processing Type: Paper

Telecommunications and Internet in the future society: myths and realities C.C. Reyes-Aldasoro, F. Kuhlmann Published in IEEE International Symposium on Computers and Communications, July 1999 (see publication) Research themes: Image Processing Type: Conference