Doctoral Thesis

Garcia Cabrera, Carles ORCID: 0000-0001-8139-9647 (2024) Generalisable Cardiac MRI Analysis with Deep Learning. PhD thesis, Dublin City University.

Moreu, Enric ORCID: 0000-0002-0555-3013 (2024) Exploring synthetic Image generation for training computer vision models under data scarcity. PhD thesis, Dublin City University.

Albert, Paul (2023) Deep learning for computer vision constrained by limited supervision. PhD thesis, Dublin City University.

Arazo Sánchez, Eric (2022) Visual representation learning with deep neural networks under label and budget constraints. PhD thesis, Dublin City University.

Marsden, Mark (2019) Crowd behaviour and congestion analysis through deep machine learning. PhD thesis, Dublin City University.

Antony, Joseph (2018) Automatic quantification of radiographic knee osteoarthritis severity and associated diagnostic features using deep convolutional neural networks. PhD thesis, Dublin City University.

Mohedano Robles, Eva (2017) Deep image representations for instance search. PhD thesis, Dublin City University.