no code implementations • 19 Feb 2024 • Daniel Jakab, Brian Michael Deegan, Sushil Sharma, Eoin Martino Grua, Jonathan Horgan, Enda Ward, Pepijn Van de Ven, Anthony Scanlan, Ciarán Eising
Overall, this paper highlights the optical aberrations in automotive fisheye datasets, and the limitations of optical reality in simulated fisheye datasets, with a focus on computer vision in surround-view optical systems.
no code implementations • 10 Jan 2024 • Daniel Jakab, Eoin Martino Grua, Brian Micheal Deegan, Anthony Scanlan, Pepijn Van de Ven, Ciarán Eising
The Modulation Transfer Function (MTF) is an important image quality metric typically used in the automotive domain.
1 code implementation • 13 Nov 2023 • Aryan Singh, Pepijn Van de Ven, Ciarán Eising, Patrick Denny
Deep learning models have demonstrated remarkable results for various computer vision tasks, including the realm of medical imaging.
no code implementations • 24 Jul 2023 • Aryan Singh, Pepijn Van de Ven, Ciarán Eising, Patrick Denny
In this study, we investigate the potential of Graph Neural Networks (GNNs) for medical image classification.