| Multiregion level-set partitioning of synthetic aperture radar images I Ben Ayed, A Mitiche, Z Belhadj IEEE Transactions on Pattern Analysis and Machine Intelligence 27 (5), 793-800, 2005 | 247 | 2005 |
| 3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study J Dolz, C Desrosiers, I Ben Ayed NeuroImage, 2018 | 238 | 2018 |
| Multiregion Image Segmentation by Parametric Kernel Graph Cuts M Ben Salah, A Mitiche, I Ben Ayed IEEE Transactions on Image Processing 20 (2), 545-557, 2011 | 233* | 2011 |
| Variational and Level Set Methods in Image Segmentation A Mitiche, I Ben Ayed Springer Verlag, 2011 | 154 | 2011 |
| Right Ventricle Segmentation From Cardiac MRI: A Collation Study C Petitjean, MA Zuluaga, W Bai, JN Dacher, D Grosgeorge, J Caudron, ... Medical Image Analysis 19 (1), 187-202, 2015 | 139 | 2015 |
| HyperDense-Net: A hyper-densely connected CNN for multi-modal image segmentation J Dolz, K Gopinath, J Yuan, H Lombaert, C Desrosiers, I Ben Ayed IEEE Transactions on Medical Imaging, 2019 | 135 | 2019 |
| Polarimetric image segmentation via maximum-likelihood approximation and efficient multiphase level-sets I Ben Ayed, A Mitiche, Z Belhadj IEEE Transactions on Pattern Analysis and Machine Intelligence 28 (9), 1493-1500, 2006 | 101 | 2006 |
| Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses J Rony, LG Hafemann, LS Oliveira, I Ben Ayed, R Sabourin, E Granger IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019 | 89 | 2019 |
| Embedding overlap priors in variational left ventricle tracking I Ben Ayed, S Li, I Ross IEEE Transactions on Medical Imaging 28 (12), 1902-1913, 2009 | 88 | 2009 |
| Constrained-CNN losses for weakly supervised segmentation H Kervadec, J Dolz, M Tang, E Granger, Y Boykov, I Ben Ayed Medical Image Analysis 54, 88-99, 2019 | 80 | 2019 |
| On Regularized Losses for Weakly-supervised CNN Segmentation M Tang, F Perazzi, A Djelouah, I Ben Ayed, C Schroers, Y Boykov European Conference on Computer Vision (ECCV), 2018 | 79 | 2018 |
| Effective level set image segmentation with a kernel induced data term M Ben Salah, A Mitiche, I Ben Ayed IEEE Transactions on Image Processing 19 (1), 220-232, 2010 | 77* | 2010 |
| Graph cuts with invariant object-interaction priors: application to intervertebral disc segmentation I Ben Ayed, K Punithakumar, G Garvin, W Romano, S Li Information Processing in Medical Imaging (IPMI), 221-232, 2011 | 76 | 2011 |
| Unsupervised variational image segmentation/classification using a Weibull observation model I Ben Ayed, N Hennane, A Mitiche IEEE Transactions on Image Processing 15 (11), 3431-3439, 2006 | 75 | 2006 |
| Max-flow segmentation of the left ventricle by recovering subject-specific distributions via a bound of the Bhattacharyya measure. I Ben Ayed, HM Chen, K Punithakumar, I Ross, S Li Medical image analysis 16 (1), 87-100, 2012 | 68 | 2012 |
| Regional Assessment of Cardiac Left Ventricular Myocardial Function via MRI Statistical Features M Afshin, I Ben Ayed, K Punithakumar, M Law, A Islam, A Goela, T Peters, ... IEEE Transactions on Medical Imaging 33 (2), 481-494, 2014 | 66 | 2014 |
| Left Ventricle Segmentation in MRI via Convex Relaxed Distribution Matching C Nambakhsh, J Yuan, K Punithakumar, A Goela, M Rajchl, TM Peters, ... Medical Image Analysis 17 (8), 1010–1024, 2013 | 65 | 2013 |
| Boundary loss for highly unbalanced segmentation H Kervadec, J Bouchtiba, C Desrosiers, É Granger, J Dolz, I Ben Ayed Medical Imaging with Deep Learning (MIDL), 2019 | 64 | 2019 |
| A region merging prior for variational level set image segmentation I Ben Ayed, A Mitiche IEEE Transactions on Image Processing 17 (12), 2301-2311, 2008 | 63 | 2008 |
| 3D Multimodal MRI Brain Glioma Tumor and Edema Segmentation: A Graph Cut Distribution Matching Approach I Njeh, L Sallemi, I Ben Ayed, K Chtourou, S Lehericy, D Galanaud, ... Computerized Medical Imaging and Graphics 40, 108-119, 2015 | 54 | 2015 |
Amar MiticheProfessorVerified email at emt.inrs.ca
