Ismail Ben Ayed
Ismail Ben Ayed
ETS Montreal
Verified email at etsmtl.ca - Homepage
Title
Cited by
Cited by
Year
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
2422005
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
222*2011
3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study
J Dolz, C Desrosiers, I Ben Ayed
NeuroImage, 2018
1942018
Variational and Level Set Methods in Image Segmentation
A Mitiche, I Ben Ayed
Springer Verlag, 2011
1462011
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
1232015
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
1002006
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
882009
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
812019
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
74*2010
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
722006
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
682011
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
662012
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
622013
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
612014
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
602008
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
562018
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
Computer Vision and Pattern Recognition (CVPR), 2019
512019
Graph cut segmentation with a global constraint: Recovering region distribution via a bound of the Bhattacharyya measure
I Ben Ayed, H Chen, K Punithakumar, I Ross, S Li
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 3288-3295, 2010
512010
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
492019
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
482015
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Articles 1–20