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

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

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

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

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

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

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

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

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