Zobrazeno 1 - 10
of 220
pro vyhledávání: '"P. Grua"'
Autor:
Manzoor, Anam, Singh, Aryan, Sistu, Ganesh, Mohandas, Reenu, Grua, Eoin, Scanlan, Anthony, Eising, Ciarán
Publikováno v:
Proceedings of the Irish Machine Vision and Image Processing Conference 2024
This study investigates the effectiveness of modern Deformable Convolutional Neural Networks (DCNNs) for semantic segmentation tasks, particularly in autonomous driving scenarios with fisheye images. These images, providing a wide field of view, pose
Externí odkaz:
http://arxiv.org/abs/2407.16647
Autor:
Jakab, Daniel, Deegan, Brian Michael, Sharma, Sushil, Grua, Eoin Martino, Horgan, Jonathan, Ward, Enda, Van De Ven, Pepijn, Scanlan, Anthony, Eising, Ciarán
Publikováno v:
IEEE Transactions on Intelligent Transportation Systems, 2024
In this paper, we provide a survey on automotive surround-view fisheye optics, with an emphasis on the impact of optical artifacts on computer vision tasks in autonomous driving and ADAS. The automotive industry has advanced in applying state-of-the-
Externí odkaz:
http://arxiv.org/abs/2402.12041
Autor:
Jakab, Daniel, Grua, Eoin Martino, Deegan, Brian Micheal, Scanlan, Anthony, Van De Ven, Pepijn, Eising, Ciarán
The Modulation Transfer Function (MTF) is an important image quality metric typically used in the automotive domain. However, despite the fact that optical quality has an impact on the performance of computer vision in vehicle automation, for many pu
Externí odkaz:
http://arxiv.org/abs/2401.05232
Autor:
Francesco Porta, Emilio Filippucci, Edoardo Cipolletta, Marco La Grua, Xenia Barni, Silvia Sirotti, Florentin Ananu Vreju
Publikováno v:
Frontiers in Medicine, Vol 11 (2024)
IntroductionOsteoarthritis (OA) and calcium pyrophosphate deposition (CPPD) often co-exist, this resulting in a clinical condition characterized by amplified inflammation and more severe and faster cartilage degeneration compared to OA alone. Our stu
Externí odkaz:
https://doaj.org/article/997c6f0a4aed43389865aa18dabe14bd
Autor:
Eduardo Maekawa, Eoin Martino Grua, Carina Akemi Nakamura, Marcia Scazufca, Ricardo Araya, Tim Peters, Pepijn van de Ven
Publikováno v:
JMIR Mental Health, Vol 11, p e52045 (2024)
BackgroundIdentifying individuals with depressive symptomatology (DS) promptly and effectively is of paramount importance for providing timely treatment. Machine learning models have shown promise in this area; however, studies often fall short in de
Externí odkaz:
https://doaj.org/article/fd4dd50659804b5294a5e16d7ac9ab0f
Autor:
Daniel Jakab, Eoin Martino Grua, Reenu Mohandas, Brian Michael Deegan, Anthony Scanlan, Dara Molloy, Enda Ward, Ciaran Eising
Publikováno v:
IEEE Access, Vol 12, Pp 145637-145670 (2024)
Measuring optical quality in camera lenses is crucial in evaluating cameras, especially for safety-critical visual perception tasks in automotive driving. While ground-truth labels and annotations are provided in publicly available automotive dataset
Externí odkaz:
https://doaj.org/article/1de639ac2b1b4ea8b3ee12a11a2a7c7c
Autor:
Cathaoir Agnew, Anthony Scanlan, Patrick Denny, Eoin M. Grua, Pepijn van de Ven, Ciaran Eising
Publikováno v:
IEEE Access, Vol 12, Pp 140958-140977 (2024)
Deep learning-based computer vision models are typically data-hungry, resulting in the rise of dataset sizes. The consensus for computer vision datasets is that larger datasets lead to better model performance. However, the quality of the datasets is
Externí odkaz:
https://doaj.org/article/f006d2cd7dea40b48b555a36e94d9a40
Autor:
Dishant Mewada, Cathaoir Agnew, Eoin M. Grua, Ciaran Eising, Patrick Denny, Mark Heffernan, Ken Tierney, Pepijn van de Ven, Anthony Scanlan
Publikováno v:
IEEE Access, Vol 12, Pp 129434-129446 (2024)
As the global production of waste continues to rise, there is a growing demand for more effective waste management strategies to handle this expanding problem. Recycling rates in the United States for recyclable materials are below 35%, resulting in
Externí odkaz:
https://doaj.org/article/564aedf946a640a69d340fdc8acf1809
Autor:
Angela La Grua, Ilaria Rao, Lucia Susani, Franco Lucchini, Elena Raimondi, Paolo Vezzoni, Marianna Paulis
Publikováno v:
Cells, Vol 13, Iss 8, p 666 (2024)
There are thousands of rare genetic diseases that could be treated with classical gene therapy strategies such as the addition of the defective gene via viral or non-viral delivery or by direct gene editing. However, several genetic defects are too c
Externí odkaz:
https://doaj.org/article/7ca2234b15674f8f999320e6f1362edb
Autor:
Darragh Glavin, Eoin Martino Grua, Carina Akemi Nakamura, Marcia Scazufca, Edinilza Ribeiro dos Santos, Gloria H Y Wong, William Hollingworth, Tim J Peters, Ricardo Araya, Pepijn Van de Ven
Publikováno v:
JMIR Mental Health, Vol 10, p e48444 (2023)
BackgroundAnhedonia and depressed mood are considered the cardinal symptoms of major depressive disorder. These are the first 2 items of the Patient Health Questionnaire (PHQ)–9 and comprise the ultrabrief PHQ-2 used for prescreening depressive sym
Externí odkaz:
https://doaj.org/article/cb905de19f3c4f699f8ece777995861e