Zobrazeno 1 - 10
of 11
pro vyhledávání: '"Leamy, Paul"'
In this paper, an algorithm designed to detect characteristic cough events in audio recordings is presented, significantly reducing the time required for manual counting. Using time-frequency representations and independent subspace analysis (ISA), s
Externí odkaz:
http://arxiv.org/abs/2104.06798
Cough sounds act as an important indicator of an individual's physical health, often used by medical professionals in diagnosing a patient's ailments. In recent years progress has been made in the area of automatically detecting cough events and, in
Externí odkaz:
http://arxiv.org/abs/1906.11509
Publikováno v:
Books
Proceedings of a conference held at the Technological University Dublin, August 28-30, 2019 published by the Irish Pattern Recognition and Classification Society. This work is distributed free of charge by the Irish Pattern Recognition & Classificati
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______1248::c668e89397ac6f0828611e47acd1a4cd
https://arrow.tudublin.ie/ditpress/11
https://arrow.tudublin.ie/ditpress/11
Autor:
Leamy, Paul
In this paper an adaptation of the Eulerian Video Magnification technique is described for use with .TIFF files produced by a photo-conversion time lapse protocol for live cell microscopy, specifically for research into Acquired Immune Deficiency Syn
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::b8c5a9c2cd440ef495ee4906a5da3911
Publikováno v:
Session 4: 2D, 3D Scene Analysis and Visualisation
Supervised machine learning approaches for tracking objects’ positions in video typically require a large set of images in which the positions are labelled. Human labelling is time-consuming and automatic position labelling using visual markers is
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______1248::df82ca3e006600d7c4dd0feb8d00fda7
https://arrow.tudublin.ie/impsfour/2
https://arrow.tudublin.ie/impsfour/2
Autor:
Kidger, Michael J., Leamy, Paul T.
Publikováno v:
Proceedings of SPIE; Nov1991, Issue 1, p69-76, 8p
Conference
Tento výsledek nelze pro nepřihlášené uživatele zobrazit.
K zobrazení výsledku je třeba se přihlásit.
K zobrazení výsledku je třeba se přihlásit.
Autor:
Trinh, Nam, Darragh, O'Brien
Publikováno v:
Trinh, Nam and Darragh, O'Brien (2019) Pathological speech classification using a convolutional neural network. In: Irish Machine Vision and Image Processing 2019, 28-30 Aug 2019, Dublin, Ireland. ISBN 978-0-9934207-4-0
Convolutional Neural Networks (CNNs) have enabled significant improvements across a number of applications in computer vision such as object detection, face recognition and image classification. An audio signal can be visually represented as a spectr
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od_______119::1b4b2d0c0756010a8c1e223f72fc0198
http://doras.dcu.ie/23626/
http://doras.dcu.ie/23626/
Autor:
McGuinness, Kevin, O'Gara, Sarah
Publikováno v:
Session 2: Deep Learning for Computer Vision
McGuinness, Kevin ORCID: 0000-0003-1336-6477 and O'Gara, Sarah (2019) Comparing data augmentation strategies for deep image classification. In: Irish Machine Vision and Image Processing Conference (IMVIP), 28-30 Aug 2019, Dublin, Ireland. ISBN 978-0-9934207-4-0
McGuinness, Kevin ORCID: 0000-0003-1336-6477
Currently deep learning requires large volumes of training data to fit accurate models. In practice, however, there is often insufficient training data available and augmentation is used to expand the dataset. Historically, only simple forms of augme
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::712bc90a0d14e94ce0dfbf5424479b67
https://arrow.tudublin.ie/context/impstwo/article/1003/viewcontent/comparing.pdf
https://arrow.tudublin.ie/context/impstwo/article/1003/viewcontent/comparing.pdf
Publikováno v:
Queen's University Belfast-PURE
Brown, G, Martinez del Rincon, J & Miller, P 2019, Synthetic data augmentation for facial re-identification . in J Courtney, C Deegan & P Leamy (eds), Proceeding of the 21st Irish Machine Vision and Image Processing Conference, IMVIP 2019 . Irish Pattern Recognition & Classification Society, pp. 116-123, 21st Irish Machine Vision and Image Processing Conference, Dublin, Ireland, 28/08/2019 .
Brown, G, Martinez del Rincon, J & Miller, P 2019, Synthetic data augmentation for facial re-identification . in J Courtney, C Deegan & P Leamy (eds), Proceeding of the 21st Irish Machine Vision and Image Processing Conference, IMVIP 2019 . Irish Pattern Recognition & Classification Society, pp. 116-123, 21st Irish Machine Vision and Image Processing Conference, Dublin, Ireland, 28/08/2019 .
Facial Re-identification datasets which facilitate the training of Deep Neural Networks (DNNs), tend to be high quality images of celebrities harvested from the internet. There is however a domain gap between these datasets, and the low quality sampl
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::6883cd13ad3e63b1f03fa0dc396761fe
https://pure.qub.ac.uk/en/publications/b44240df-db2c-43e2-a291-afaae181d952
https://pure.qub.ac.uk/en/publications/b44240df-db2c-43e2-a291-afaae181d952