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Ismail Ben Ayed
Ismail Ben Ayed
Professor, ETS Montreal
Verified email at etsmtl.ca - Homepage
Title
Cited by
Cited by
Year
3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study
J Dolz, C Desrosiers, I Ben Ayed
NeuroImage, 2018
3652018
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 (TMI), 2019
3332019
Boundary loss for highly unbalanced segmentation
H Kervadec, J Bouchtiba, C Desrosiers, E Granger, J Dolz, I Ben Ayed
Medical Image Analysis (MedIA), 2021
3022021
Multiregion Image Segmentation by Parametric Kernel Graph Cuts
M Ben Salah, A Mitiche, I Ben Ayed
IEEE Transactions on Image Processing (TIP), 2011
267*2011
Multiregion level-set partitioning of synthetic aperture radar images
I Ben Ayed, A Mitiche, Z Belhadj
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2005
264*2005
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
2262019
Right Ventricle Segmentation From Cardiac MRI: A Collation Study
C Petitjean, MA Zuluaga, W Bai, JN Dacher, D Grosgeorge, J Caudron, ...
Medical Image Analysis (MedIA), 2015
2212015
Constrained-CNN losses for weakly supervised segmentation
H Kervadec, J Dolz, M Tang, E Granger, Y Boykov, I Ben Ayed
Medical Image Analysis (MedIA), 2019
2172019
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
2082018
Variational and Level Set Methods in Image Segmentation
A Mitiche, I Ben Ayed
Springer Verlag, 2011
1812011
Benchmark on Automatic 6-month-old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge
L Wang, D Nie, G Li, É Puybareau, J Dolz, Q Zhang, F Wang, J Xia, Z Wu, ...
IEEE Transactions on Medical Imaging (TMI), 2019
1432019
Transductive Information Maximization For Few-Shot Learning
M Boudiaf, IM Ziko, J Rony, J Dolz, P Piantanida, I Ben Ayed
Neural Information Processing Systems (NeurIPS), 2020
107*2020
Laplacian Regularized Few-Shot Learning
IM Ziko, J Dolz, E Granger, I Ben Ayed
International Conference of Machine Learning (ICML), 2020
1062020
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 (TPAMI), 2006
1052006
Few-Shot Segmentation Without Meta-Learning: A Good Transductive Inference Is All You Need?
M Boudiaf, H Kervadec, IM Ziko, P Piantanida, I Ben Ayed, J Dolz
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021
1032021
Embedding overlap priors in variational left ventricle tracking
I Ben Ayed, S Li, I Ross
IEEE Transactions on Medical Imaging (TMI), 2009
99*2009
Deep CNN ensembles and suggestive annotations for infant brain MRI segmentation
J Dolz, C Desrosiers, L Wang, J Yuan, D Shen, I Ben Ayed
Computerized Medical Imaging and Graphics (CMIG), 2020
982020
IVD-Net: Intervertebral disc localization and segmentation in MRI with a multi-modal UNet
J Dolz, C Desrosiers, I Ben Ayed
MICCAI CSI Workshop, 2018
932018
Dense multi-path U-Net for ischemic stroke lesion segmentation in multiple image modalities
J Dolz, I Ben Ayed, C Desrosiers
MICCAI Brainlesion Workshop, 2018
912018
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), 2011
912011
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