| 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 | 365 | 2016 |
| A comparative evaluation of interactive segmentation algorithms K McGuinness, NE O’connor Pattern Recognition 43 (2), 434-444, 2010 | 272 | 2010 |
| 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 | 239 | 2017 |
| 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 | 139 | 2016 |
| 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 | 127 | 2016 |
| 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 | 116 | 2016 |
| 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 | 76 | 2017 |
| Unsupervised label noise modeling and loss correction E Arazo, D Ortego, P Albert, NE O'Connor, K McGuinness International Conference on Machine Learning, 2019 | 71 | 2019 |
| Toward automated evaluation of interactive segmentation K McGuinness, NE O’Connor Computer Vision and Image Understanding 115 (6), 868-884, 2011 | 53 | 2011 |
| 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 | 50 | 2019 |
| 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 | 50 | 2017 |
| 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 | 49 | 2016 |
| 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 | 47 | 2017 |
| 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 | 47 | 2014 |
| 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 | 39 | 2007 |
| 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 | 37 | 2018 |
| 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 | 33 | 2013 |
| 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 | 28 | 2017 |
| 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 | 28 | 2017 |
Noel E. O'ConnorDirector, Insight Centre for Data Analytics, Dublin City UniversityVerified email at dcu.ie
