| Shallow and deep convolutional networks for saliency prediction J Pan, E Sayrol, X Giro-i-Nieto, K McGuinness, NE O'Connor Computer Vision and Pattern Recognition (CVPR) 2016, 2016 | 295 | 2016 |
| Wavelet coding of volumetric medical datasets P Schelkens, A Munteanu, J Barbarien, M Galca, X Giro-Nieto, J Cornelis IEEE Transactions on medical Imaging 22 (3), 441-458, 2003 | 222 | 2003 |
| Salgan: Visual saliency prediction with generative adversarial networks J Pan, CC Ferrer, K McGuinness, NE O'Connor, J Torres, E Sayrol, ... CVPR 2017 Scene Understanding Workshop (SUNw) - spotlight, extended abstract, 2017 | 176* | 2017 |
| Bags of local convolutional features for scalable instance search E Mohedano, K McGuinness, NE O'Connor, A Salvador, F Marqués, ... ACM Intl. Conference on Multimedia Retrieval (ICMR) 2016 - Best poster award, 2016 | 106 | 2016 |
| From pixels to sentiment: Fine-tuning CNNs for visual sentiment prediction V Campos, B Jou, X Giro-i-Nieto Image and Vision Computing 65, 15-22, 2017 | 85 | 2017 |
| Skip RNN: Learning to skip state updates in recurrent neural networks V Campos, B Jou, X Giró-i-Nieto, J Torres, SF Chang International Conference on Learning Representations (ICLR) 2018, 2017 | 84 | 2017 |
| Faster R-CNN features for instance search A Salvador, X Giró-i-Nieto, F Marqués, S Satoh CVPR 2016 Workshop in Deep Learning for Computer Vision (DeepVision), 2016 | 78 | 2016 |
| Skin lesion classification from dermoscopic images using deep learning techniques AR Lopez, X Giro-i-Nieto, J Burdick, O Marques 2017 13th IASTED international conference on biomedical engineering (BioMed …, 2017 | 71 | 2017 |
| Temporal activity detection in untrimmed videos with recurrent neural networks A Montes, A Salvador, S Pascual, X Giro-i-Nieto NIPS 2016 Workshop on Large Scale Computer Vision Systems - Best poster award, 2016 | 61 | 2016 |
| Diving deep into sentiment: Understanding fine-tuned cnns for visual sentiment prediction V Campos, A Salvador, X Giro-i-Nieto, B Jou ACM Multimedia 2015 Workshop on Affect & Sentiment in Multimedia, 2015 | 59 | 2015 |
| Hierarchical object detection with deep reinforcement learning M Bellver, X Giro-i-Nieto, F Marques, J Torres NIPS 2016 Workshop on Reinforcement Learning, 2017 | 39* | 2017 |
| Visual summary of egocentric photostreams by representative keyframes M Bolanos, R Mestre, E Talavera, X Giró-i-Nieto, P Radeva ICME 2015 Workshop on Wearable and Ego-vision Systems for Augmented …, 2015 | 35 | 2015 |
| SaltiNet: Scan-path Prediction on 360 Degree Images using Saliency Volumes M Assens, K McGuinness, X Giro-i-Nieto, NE O'Connor ICCV 2017 Workshop on Egocentric Perception, Interaction and Computing (EPIC …, 2017 | 33* | 2017 |
| Class-weighted convolutional features for visual instance search A Jimenez, JM Alvarez, X Giro-i-Nieto British Machine Vision Conference (BMVC) 2017, 2017 | 32 | 2017 |
| Online Action Detection in Untrimmed, Streaming Videos-Modeling and Evaluation Z Shou, J Pan, J Chan, K Miyazawa, H Mansour, A Vetro, X Giro-i-Nieto, ... European Conference in Computer Vision (ECCV) 2018, 2018 | 31* | 2018 |
| Cultural event recognition with visual convnets and temporal models A Salvador, M Zeppelzauer, D Manchon-Vizuete, A Calafell, ... CVPR 2015 ChaLearn Workshop - 2nd award in cultural event detection, 2015 | 27 | 2015 |
| GAT: a Graphical Annotation Tool for semantic regions X Giro-i-Nieto, N Camps, F Marques Multimedia Tools and Applications 46 (2-3), 155-174, 2010 | 26 | 2010 |
| Cost-Effective Active Learning for Melanoma Segmentation M Gorriz, A Carlier, E Faure, X Giro-i-Nieto NIPS 2017 Workshop on Machine Learning for Health (ML4H), 2017 | 22 | 2017 |
| Click'n'Cut: Crowdsourced interactive segmentation with object candidates A Carlier, V Charvillat, A Salvador, X Giro-i-Nieto, O Marques ACM Multimedia 2014 Workshop on Crowdsourcing for Multimedia (CrowdMM), 53-56, 2014 | 22 | 2014 |
| 3D compression of medical data based on cube-splitting and embedded block coding P Schelkens, X Giro, J Barbarien, J Cornelis Proc. ProRISC/IEEE Workshop, 495-506, 2000 | 22 | 2000 |
Kevin McGuinnessAssistant Professor, Dublin City UniversityDirección de correo verificada de dcu.ie
