Kevin McGuinness
Kevin McGuinness
Assistant Professor, Dublin City University
Dirección de correo verificada de dcu.ie - Página principal
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Shallow and deep convolutional networks for saliency prediction
J Pan, E Sayrol, X Giro-i-Nieto, K McGuinness, NE O'Connor
Proceedings of the IEEE conference on computer vision and pattern …, 2016
3652016
A comparative evaluation of interactive segmentation algorithms
K McGuinness, NE O’connor
Pattern Recognition 43 (2), 434-444, 2010
2722010
SalGAN: Visual saliency prediction with generative adversarial networks
J Pan, CC Ferrer, K McGuinness, NE O'Connor, J Torres, E Sayrol, ...
arXiv preprint arXiv:1701.01081, 2017
2382017
Bags of local convolutional features for scalable instance search
E Mohedano, K McGuinness, NE O'Connor, A Salvador, F Marques, ...
Proceedings of the 2016 ACM on International Conference on Multimedia …, 2016
1382016
Quantifying radiographic knee osteoarthritis severity using deep convolutional neural networks
J Antony, K McGuinness, NE O'Connor, K Moran
2016 23rd International Conference on Pattern Recognition (ICPR), 1195-1200, 2016
1262016
Fully convolutional crowd counting on highly congested scenes
M Marsden, K McGuinness, S Little, NE O'Connor
International Joint Conference on Computer Vision, Imaging and Computer …, 2016
1152016
ResnetCrowd: A residual deep learning architecture for crowd counting, violent behaviour detection and crowd density level classification
M Marsden, K McGuinness, S Little, NE O'Connor
2017 14th IEEE International Conference on Advanced Video and Signal Based …, 2017
762017
Unsupervised label noise modeling and loss correction
E Arazo, D Ortego, P Albert, NE O'Connor, K McGuinness
International Conference on Machine Learning, 2019
692019
Toward automated evaluation of interactive segmentation
K McGuinness, NE O’Connor
Computer Vision and Image Understanding 115 (6), 868-884, 2011
532011
Pseudo-labeling and confirmation bias in deep semi-supervised learning
E Arazo, D Ortego, P Albert, NE O'Connor, K McGuinness
2020 International Joint Conference on Neural Networks (IJCNN), 2019
502019
Saltinet: Scan-path prediction on 360 degree images using saliency volumes
M Assens Reina, X Giro-i-Nieto, K McGuinness, NE O'Connor
Proceedings of the IEEE International Conference on Computer Vision …, 2017
492017
Holistic features for real-time crowd behaviour anomaly detection
M Marsden, K McGuinness, S Little, NE O'Connor
2016 IEEE International Conference on Image Processing (ICIP), 918-922, 2016
492016
Automatic detection of knee joints and quantification of knee osteoarthritis severity using convolutional neural networks
J Antony, K McGuinness, K Moran, NE O’Connor
International conference on machine learning and data mining in pattern …, 2017
472017
The video browser showdown: a live evaluation of interactive video search tools
K Schoeffmann, D Ahlström, W Bailer, C Cobârzan, F Hopfgartner, ...
International Journal of Multimedia Information Retrieval 3 (2), 113-127, 2014
472014
K-space at TRECVid 2007
P Wilkins, T Adamek, D Byrne, G Jones, H Lee, G Keenan, KM Guinness, ...
TRECVid 2007-Text REtrieval Conference TRECVid Workshop, 2007
392007
People, penguins and petri dishes: Adapting object counting models to new visual domains and object types without forgetting
M Marsden, K McGuinness, S Little, CE Keogh, NE O'Connor
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
362018
AXES at TRECVID 2012: KIS, INS, and MED
R Aly, K McGuinness, S Chen, NE O'Connor, K Chatfield, OM Parkhi, ...
TRECVid 2012-Text REtrieval Conference TRECVid Workshop, 2012
36*2012
The AXES submissions at TrecVid 2013
R Aly, R Arandjelovic, K Chatfield, M Douze, B Fernando, Z Harchaoui, ...
TRECVid 2013 - Text REtrieval Conference TRECVid Workshop, 2013
332013
Real-time field sports scene classification using colour and frequency space decompositions
R Kapela, K McGuinness, NE O’Connor
Journal of real-time image processing 13 (4), 725-737, 2017
282017
SalGAN: Visual saliency prediction with adversarial networks
J Pan, E Sayrol, XG Nieto, CC Ferrer, J Torres, K McGuinness, ...
CVPR Scene Understanding Workshop (SUNw), 2017
282017
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Artículos 1–20