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List of publications of "Ben Ayed, Ismail"

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Number of items: 172.

2024

Liu, Bingyuan, Dolz, Jose, Galdran, Adrian, Kobbi, Riadh and Ben Ayed, Ismail. 2024. « Do we really need dice? The hidden region-size biases of segmentation losses ». Medical Image Analysis, vol. 91.

Noori, Mehrdad, Cheraghalikhani, Milad, Bahri, Ali, Vargas Hakim, Gustavo A., Osowiechi, David, Ben Ayed, Ismail and Desrosiers, Christian. 2024. « TFS-ViT: Token-level feature stylization for domain generalization ». Pattern Recognition, vol. 149.

Silva-Rodriguez, Julio, Chelbi, Jihed, Kabir, Waziha, Chakor, Hadi, Dolz, Jose, Ben Ayed, Ismail and Kobbi, Riadh. 2024. « Exploring the transferability of a foundation model for fundus images: Application to hypertensive retinopathy ». In Advances in Computer Graphics : 40th Computer Graphics International Conference, CGI : Proceedings (Shanghai, China, Aug. 28-Sept. 01, 2023) Coll. « Lecture Notes in Computer Science », vol. 14497. pp. 427-437. Springer Science and Business Media Deutschland GmbH.

2023

Belharbi, Soufiane, Ben Ayed, Ismail, McCaffrey, Luke and Granger, Eric. 2023. « TCAM: Temporal class activation maps for object localization in weakly-labeled unconstrained videos ». In 23rd IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (Waikoloa, HI, USA, Jan. 02-07, 2023) pp. 137-146. Institute of Electrical and Electonics Engineers Inc..
Compte des citations dans Scopus : 2.

Ben Ayed, Ismail. 2023. « High-order models in semantic image segmentation ». Elsevier. 168 p.

Boudiaf, Malik, Bennequin, Etienne, Tami, Myriam, Toubhans, Antoine, Piantanida, Pablo, Hudelot, Celine and Ben Ayed, Ismail. 2023. « Open-set likelihood maximization for few-shot learning ». In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (Vancouver, BC, Canada, June 17-24, 2023) pp. 24007-24016. Institute of Electrical and Electonics Engineers Inc..

Colombo, Pierre, Pellegrain, Victor, Boudiaf, Malik, Storchan, Victor, Tami, Myriam, Ben Ayed, Ismail, Hudelot, Celine and Piantanida, Pablo. 2023. « Transductive learning for textual few-shot classification in API-based embedding models ». In Conference on Empirical Methods in Natural Language Processing (EMNLP) (Singapore, Singapore, Dec. 06-10, 2023) pp. 4214-4231. Association for Computational Linguistics (ACL).

Hajimiri, Sina, Boudiaf, Malik, Ben Ayed, Ismail and Dolz, Jose. 2023. « A strong baseline for generalized few-shot semantic segmentation ». In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (Vancouver, BC, Canada, June 17-24, 2023) pp. 11269-11278. IEEE.
Compte des citations dans Scopus : 1.

Liu, Bingyuan, Desrosiers, Christian, Ben Ayed, Ismail and Dolz, Jose. 2023. « Segmentation with mixed supervision: Confidence maximization helps knowledge distillation ». Medical Image Analysis, vol. 83.
Compte des citations dans Scopus : 7.

Liu, Bingyuan, Rony, Jérôme, Galdran, Adrian, Dolz, Jose and Ben Ayed, Ismail. 2023. « Class adaptive network calibration ». In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (Vancouver, BC, Canada, June 17-24, 2023) pp. 16070-16079. IEEE Computer Society.

Murugesan, Balamurali, Adiga Vasudeva, Sukesh, Liu, Bingyuan, Lombaert, Herve, Ben Ayed, Ismail and Dolz, Jose. 2023. « Trust your neighbours: Penalty-based constraints for model calibration ». In Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 : 26th International Conference, Proceedings (Vancouver, BC, Canada, Oct. 08-12, 2023) Coll. « Lecture Notes in Computer Science », vol. 14222. pp. 572-581. Springer Science and Business Media Deutschland GmbH.

Murugesan, Balamurali, Liu, Bingyuan, Galdran, Adrian, Ayed, Ismail Ben and Dolz, Jose. 2023. « Calibrating segmentation networks with margin-based label smoothing ». Medical Image Analysis, vol. 87.
Compte des citations dans Scopus : 4.

Osowiechi, David, Vargas Hakim, Gustavo A., Noori, Mehrdad, Cheraghalikhani, Milad, Ayed, Ismail Ben and Desrosiers, Christian. 2023. « TTTFlow: Unsupervised Test-Time Training with Normalizing Flow ». In IEEE Winter Conference on Applications of Computer Vision, WACV (Waikoloa, HI, USA, Jan. 02-07, 2023) pp. 2125-2133. Institute of Electrical and Electronics Engineers Inc..
Compte des citations dans Scopus : 2.

Picot, Marine, Messina, Francisco, Boudiaf, Malik, Labeau, Fabrice, Ben Ayed, Ismail and Piantanida, Pablo. 2023. « Adversarial robustness via Fisher-Rao Regularization ». IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 45, nº 3. pp. 2698-2710.
Compte des citations dans Scopus : 3.

Rony, Jérôme, Pesquet, Jean-Christophe and Ben Ayed, Ismail. 2023. « Proximal splitting adversarial attack for semantic segmentation ». In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (Vancouver, BC, Canada, June 17-24, 2023) pp. 20524-20533. Institute of electrical and Electonics Engineers Inc..
Compte des citations dans Scopus : 2.

Silva-Rodríguez, Julio, Dolz, José and Ben Ayed, Ismail. 2023. « Towards foundation models and few-shot parameter-efficient fine-tuning for volumetric organ segmentation ». In Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 Workshops : ISIC 2023, Care-AI 2023, MedAGI 2023, DeCaF 2023, Held in Conjunction with MICCAI 2023 : Proceedings (Vancouver, BC, Canada, Oct. 08-12, 2023) Coll. « Lecture Notes in Computer Science », vol. 14393. pp. 213-224. Springer Science and Business Media.

2022

Bateson, Mathilde, Kervadec, Hoel, Dolz, Jose, Lombaert, Hervé and Ben Ayed, Ismail. 2022. « Source-free domain adaptation for image segmentation ». Medical Image Analysis, vol. 82.
Compte des citations dans Scopus : 16.

Bateson, Mathilde, Lombaert, Herve and Ben Ayed, Ismail. 2022. « Test-time adaptation with shape moments for image segmentation ». In Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 25th International Conference : Proceedings Part IV (Singapore, Singapore, Sept. 18-22, 2022) Coll. « Lecture Notes in Computer Science », vol. 13434. pp. 736-745. Springer Science and Business Media Deutschland GmbH.
Compte des citations dans Scopus : 8.

Belharbi, Soufiane, Pedersoli, Marco, Ben Ayed, Ismail, McCaffrey, Luke and Granger, Éric. 2022. « Negative evidence matters in interpretable histology image classification ». In Medical Imaging with Deep Learning MIDL (Zurich, Switzerland, July 06-08, 2022) Coll. « Proceedings of Machine Learning Research », vol. 172. pp. 103-129. ML Research Press.

Belharbi, Soufiane, Rony, Jérôme, Dolz, Jose, Ben Ayed, Ismail, McCaffrey, Luke and Granger, Eric. 2022. « Deep interpretable classification and weakly-supervised segmentation of histology images via max-min uncertainty ». IEEE Transactions on Medical Imaging, vol. 41, nº 3. pp. 702-714.
Compte des citations dans Scopus : 16.

Belharbi, Soufiane, Sarraf, Aydin, Pedersoli, Marco, Ben Ayed, Ismail, McCaffrey, Luke and Granger, Eric. 2022. « F-CAM: Full resolution class activation maps via guided parametric upscaling ». In IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (Waikoloa, HI, USA, Jan. 03-08, 2022) pp. 3727-3736. Institute of Electrical and Electronics Engineers Inc..
Compte des citations dans Scopus : 9.

Boudiaf, Malik, Mueller, Romain, Ben Ayed, Ismail and Bertinetto, Luca. 2022. « Parameter-free online test-time adaptation ». In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (New Orleans, LA, USA, June 18-24, 2022) pp. 8334-8343.
Compte des citations dans Scopus : 21.

Galdran, A., Chakor, H., Kabir, W., Kobbi, R., Liu, B., Dolz, J. and Ben Ayed, I.. 2022. « An automatic deep learning-based system for screening and management of DME ». [Conference paper summary]. Diabetes Research and Clinical Practice, vol. 186, nº Suppl. 1. pp. 4-5.

Galdran, Adrian, Anjos, André, Dolz, José, Chakor, Hadi, Lombaert, Hervé and Ben Ayed, Ismail. 2022. « State-of-the-art retinal vessel segmentation with minimalistic models ». Scientific Reports, vol. 12, nº 1.
Compte des citations dans Scopus : 24.

Kervadec, H., Dolz, J., Yuan, J., Desrosiers, C., Granger, E. and Ben Ayed, I.. 2022. « Constrained deep networks: Lagrangian optimization via Log-barrier extensions ». In 30th European Signal Processing Conference (EUSIPCO) (Belgrade, Serbia, Aug. 29-Sept. 02, 2022) pp. 962-966. European Signal Processing Conference, EUSIPCO.
Compte des citations dans Scopus : 3.

Liu, Bingyuan, Ben Ayed, Ismail, Galdran, Adrian and Dolz, Jose. 2022. « The devil is in the margin: Margin-based label smoothing for network calibration ». In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (New Orleans, LA, USA, June 18-24, 2022) pp. 80-88.
Compte des citations dans Scopus : 16.

Martin, Ségolène, Boudiaf, Malik, Chouzenoux, Emilie, Pesquet, Jean-Christophe and Ben Ayed, Ismail. 2022. « Towards practical few-shot query sets: Transductive minimum description length inference ». In Advances in Neural Information Processing Systems 35 (NeurIPS 2022) (New Orleans, LA, USA, Nov. 28-Dec. 09, 2022) Neural information processing systems foundation.
Compte des citations dans Scopus : 1.

2021

Azad, Reza, Fayjie, Abdur R., Kauffmann, Claude, Ben Ayed, Ismail, Pedersoli, Marco and Dolz, Jose. 2021. « On the texture bias for few-shot CNN segmentation ». In IEEE Winter Conference on Applications of Computer Vision (WACV) (En ligne, Jan. 05-09, 2021) pp. 2673-2682. Institute of Electrical and Electronics Engineers.
Compte des citations dans Scopus : 36.

Bateson, M., Dolz, J., Kervadec, H., Lombaert, H. and Ben Ayed, I.. 2021. « Constrained domain adaptation for image segmentation ». IEEE Transactions on Medical Imaging, vol. 40, nº 7. pp. 1875-1887.
Compte des citations dans Scopus : 13.

Belharbi, Soufiane, Ben Ayed, Ismail, McCaffrey, Luke and Granger, Eric. 2021. « Deep active learning for joint classification segmentation with weak annotator ». In IEEE Winter Conference on Applications of Computer Vision (WACV) (Waikoloa, HI, USA, Jan. 03-08, 2021) pp. 3337-3346. Los Alamitos, CA, USA : IEEE Computer Society.
Compte des citations dans Scopus : 15.

Boudiaf, Malik, Kervadec, Hoel, Masud, Ziko Imtiaz, Piantanida, Pablo, Ben Ayed, Ismail and Dolz, Jose. 2021. « Few-shot segmentation without meta-learning: A good transductive inference is all you need? ». In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (Nashville, TN, USA, June 20-25, 2021) pp. 13974-13983. IEEE.
Compte des citations dans Scopus : 90.

Dolz, Jose, Desrosiers, Christian and Ben Ayed, Ismail. 2021. « Teach me to segment with mixed supervision: Confident students become masters ». In 27th International Conference on Information Processing in Medical Imaging, IPMI 2021, Virtual, Online, 28 June 2021 - 30 June 2021 (En ligne, June 28-20, 2021) Coll. « Lecture Notes in Computer Science », vol. 12729. pp. 517-529. Springer.
Compte des citations dans Scopus : 12.

Jabi, Mohammed, Pedersoli, Marco, Mitiche, Amar and Ben Ayed, Ismail. 2021. « Deep clustering: On the link between discriminative models and K-means ». IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 43, nº 6. pp. 1887-1896.
Compte des citations dans Scopus : 59.

Kervadec, Hoel, Bahig, Houda, Letourneau-Guillon, Laurent, Dolz, Jose and Ben Ayed, Ismail. 2021. « Beyond pixel-wise supervision: semantic segmentation with higher-order shape descriptors ». In Proceedings of the Fourth Conference on Medical Imaging with Deep Learning (Lübeck, Germany, En ligne, July 07-09, 2021) Coll. « Proceedings of Machine Learning Research », vol. 143. pp. 354-368. PMLR.

Kervadec, Hoel, Bouchtiba, Jihene, Desrosiers, Christian, Granger, Eric, Dolz, José and Ben Ayed, Ismail. 2021. « Boundary loss for highly unbalanced segmentation ». Medical Image Analysis, vol. 67.
Compte des citations dans Scopus : 99.

Kiran, Madhu, Bhuiyan, Amran, Nguyen-Meidine, Le Thanh, Blais-Morin, Louis-Antoine, Ben Ayed, Ismail and Granger, Eric. 2021. « Flow guided mutual attention for person re-identification ». Image and Vision Computing, vol. 113.
Compte des citations dans Scopus : 4.

Masson, Hugo, Bhuiyan, Amran, Nguyen-Meidine, Le Thanh, Javan, Mehrsan, Siva, Parthipan, Ben Ayed, Ismail and Granger, Eric. 2021. « Exploiting prunability for person re-identification ». Eurasip Journal on Image and Video Processing, vol. 2021, nº 1.
Compte des citations dans Scopus : 4.

Mounsaveng, Saypraseuth, Laradji, Issam, Ben Ayed, Ismail, Vazquez, David and Pedersoli, Marco. 2021. « Learning data augmentation with online bilevel optimization for image classification ». In IEEE Winter Conference on Applications of Computer Vision (WACV) (Waikoloa, HI, USA, Jan. 03-08, 2021) pp. 1690-1699. Institute of Electrical and Electronics Engineers Inc..
Compte des citations dans Scopus : 14.

Rony, Jerome, Granger, Eric, Pedersoli, Marco and Ben Ayed, Ismail. 2021. « Augmented Lagrangian Adversarial Attacks ». In 18th IEEE/CVF International Conference on Computer Vision (ICCV) (Montreal, QC, Canada - en ligne, Oct. 10-17, 2021) pp. 7718-7727. Institute of Electrical and Electronics Engineers Inc..
Compte des citations dans Scopus : 14.

Veilleux, Olivier, Boudiaf, Malik, Piantanida, Pablo and Ben Ayed, Ismail. 2021. « Realistic evaluation of transductive few-shot learning ». In Advances in Neural Information Processing Systems 34 (NeurIPS 2021) (Sydney, Australia, Dec. 06-14, 2021) pp. 9290-9302. Neural information processing systems foundation.
Compte des citations dans Scopus : 8.

Wang, Shanshan, Li, Cheng, Wang, Rongpin, Liu, Zaiyi, Wang, Meiyun, Tan, Hongna, Wu, Yaping, Liu, Xinfeng, Sun, Hui, Yang, Rui, Liu, Xin, Chen, Jie, Zhou, Huihui, Ben Ayed, Ismail and Zheng, Hairong. 2021. « Annotation-efficient deep learning for automatic medical image segmentation ». Nature Communications, vol. 12, nº 1.
Compte des citations dans Scopus : 59.

Ziko, I. M., Yuan, J., Grangers, E., Ben Ayed, I. and Assoc Advancement Artificial, Intelligence. 2021. « Variational fair clustering ». In 35th AAAI Conference on Artificial Intelligence / 33rd Conference on Innovative Applications of Artificial Intelligence / 11th Symposium on Educational Advances in Artificial Intelligence (En ligne, Feb. 02-09, 2021) Coll. « AAAI Conference on Artificial Intelligence », vol. 35. pp. 11202-11209. Association for the Advancement of Artificial Intelligence.
Compte des citations dans Scopus : 15.

2020

Bateson, Mathilde, Kervadec, Hoel, Dolz, José, Lombaert, Hervé and Ben Ayed, Ismail. 2020. « Source-relaxed domain adaptation for image segmentation ». In Medical Image Computing and Computer Assisted Intervention – MICCAI 2020 : 23rd International Conference, Lima, Peru, October 4–8, 2020, Proceedings, Part I (Lima, Peru, Oct. 04-08, 2020) Coll. « Lecture Notes in Computer Science », vol. 12261. pp. 490-499. Springer Science and Business Media Deutschland GmbH.
Compte des citations dans Scopus : 35.

Bhuiyan, Amran, Liu, Yang, Siva, Parthipan, Javan, Mehrsan, Ben Ayed, Ismail and Granger, Éric. 2020. « Pose guided gated fusion for person re-identification ». In IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (Snowmass Village, CO, USA, Mar. 01-05, 2020) pp. 2664-2673. Institute of Electrical and Electronics Engineers Inc..
Compte des citations dans Scopus : 12.

Boudiaf, Malik, Masud, Ziko Imtiaz, Rony, Jérôme, Dolz, Jose, Piantanida, Pablo and Ben Ayed, Ismail. 2020. « Transductive information maximization for few-shot learning ». In Neural Information Processing Systems Online Conference (NeuroIPS) (En ligne, Dec. 06-12, 2020)
Compte des citations dans Scopus : 23.

Boudiaf, Malik, Rony, Jérôme, Ziko, Imtiaz Masud, Granger, Eric, Pedersoli, Marco, Piantanida, Pablo and Ben Ayed, Ismail. 2020. « A unifying mutual information view of metric learning: Cross-entropy vs. Pairwise losses ». In Computer Vision – ECCV 2020 : 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part VI (Glasgow, United Kingdom, Aug. 23-28, 2020) Coll. « Lecture Notes in Computer Science », vol. 12351. pp. 548-564. Springer.
Compte des citations dans Scopus : 57.

Dolz, Jose, Desrosiers, Christian, Wang, Li, Yuan, Jing, Shen, Dinggang and Ben Ayed, Ismail. 2020. « Deep CNN ensembles and suggestive annotations for infant brain MRI segmentation ». Computerized Medical Imaging and Graphics, vol. 79.
Compte des citations dans Scopus : 77.

Galdran, Adrian, Chelbi, Jihed, Kobi, Riadh, Dolz, José, Lombaert, Hervé, Ben Ayed, Ismail and Chakor, Hadi. 2020. « Non-uniform label smoothing for diabetic retinopathy grading from retinal fundus images with deep neural networks ». Translational Vision Science and Technology, vol. 9, nº 2.
Compte des citations dans Scopus : 12.

Galdran, Adrian, Dolz, Jose, Chakor, Hadi, Lombaert, Hervé and Ben Ayed, Ismail. 2020. « Cost-sensitive regularization for diabetic retinopathy grading from eye fundus images ». In Medical Image Computing and Computer Assisted Intervention – MICCAI 2020: 23rd International Conference, Lima, Peru, October 4–8, 2020, Proceedings, Part V (Lima, Peru, Oct. 04-08, 2020) Coll. « Lecture Notes in Computer Science », vol. 12265. pp. 665-674. Springer International Publishing.
Compte des citations dans Scopus : 14.

Kervadec, Hoel, Dolz, Jose, Wang, Shanshan, Granger, Eric and Ben Ayed, Ismail. 2020. « Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervision ». In Medical Imaging with Deep Learning, 6-8 July 2020, Montreal, QC, Canada (Montreal, QC, Canada, July 06-08, 2020) Coll. « Proceedings of Machine Learning Research », vol. 121. pp. 365-381. PLMR.
Compte des citations dans Scopus : 42.

Peng, Jizong, Kervadec, Hoel, Dolz, Jose, Ben Ayed, Ismail, Pedersoli, Marco and Desrosiers, Christian. 2020. « Discretely-constrained deep network for weakly supervised segmentation ». Neural Networks, vol. 130. pp. 297-308.
Compte des citations dans Scopus : 23.

Pichler, Georg, Dolz, Jose, Ben Ayed, Ismail and Piantanida, Pablo. 2020. « On direct distribution matching for adapting segmentation networks ». In Medical Imaging with Deep Learning, 6-8 July 2020, Montreal, QC, Canada (Montreal, QC, Canada, July 06-08, 2020) Coll. « Proceedings of Machine Learning Research », vol. 121. pp. 624-637. PLMR.
Compte des citations dans Scopus : 3.

Punithakumar, Kumaradevan, Ben Ayed, Ismail, Soliman, Abraam S., Goela, Aashish, Islam, Ali, Li, Shuo and Noga, Michelle. 2020. « 3D motion estimation of left ventricular dynamics using MRI and track-to-track fusion ». IEEE Journal of Translational Engineering in Health and Medicine, vol. 8.
Compte des citations dans Scopus : 2.

Shen, Ruobing, Tang, Bo, Lodi, Andrea, Tramontani, Andrea and Ben Ayed, Ismail. 2020. « An ILP model for multi-label MRFs with connectivity constraints ». IEEE Transactions on Image Processing, vol. 29. pp. 6909-6917.
Compte des citations dans Scopus : 4.

Ziko, Imtiaz Masud, Dolz, Jose, Granger, Eric and Ben Ayed, Ismail. 2020. « Laplacian regularized few-shot learning ». In 37th International Conference on Machine Learning (ICML) (En ligne, July 12-18, 2020) pp. 11596-11606.
Compte des citations dans Scopus : 65.

2019

Bateson, Mathilde, Kervadec, Hoel, Dolz, Jose, Lombaert, Hervé and Ben Ayed, Ismail. 2019. « Constrained domain adaptation for segmentation ». In Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 : 22nd International Conference, Proceedings, Part II (Shenzhen, China, Oct. 13-17, 2019) Coll. « Lecture Notes in Computer Science », vol. 11765. pp. 326-334. Springer.
Compte des citations dans Scopus : 15.

Ben Ayed, Ismail, Desrosiers, Christian and Dolz, Jose. 2019. « Tutorial : Weakly supervised CNN segmentation: Models and optimization ». Communication lors de la conférence : Medical Image Computing and Computer Assisted Intervention (MICCAI) (Shenzen, China, Oct. 13-17, 2019).

Dolz, Jose, Ben Ayed, Ismail and Desrosiers, Christian. 2019. « Dense multi-path U-Net for ischemic stroke lesion segmentation in multiple image modalities ». In Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries : 4th International Workshop, BrainLes 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Revised Selected Papers, Part I (Granada, Spain, Sept. 16, 2018) Coll. « Lecture Notes in Computer Science », vol. 11383. pp. 271-282. Cham, Switzerland : Springer.
Compte des citations dans Scopus : 37.

Dolz, Jose, Desrosiers, Christian and Ben Ayed, Ismail. 2019. « IVD-Net: intervertebral disc localization and segmentation in MRI with a multi-modal UNet ». In Computational Methods and Clinical Applications for Spine Imaging : 5th International Workshop and Challenge, CSI 2018, Held in Conjonction with MICCAI 2018. Revised Selected Papers (Granada, Spain, Sept. 16, 2018) Coll. « Lecture Notes in Computer Science », vol. 11397. pp. 130-143. Springer Verlag.
Compte des citations dans Scopus : 42.

Dolz, Jose, Gopinath, Karthik, Yuan, Jing, Lombaert, Herve, Desrosiers, Christian and Ben Ayed, Ismail. 2019. « HyperDense-Net: A hyper-densely connected CNN for multi-modal image segmentation ». IEEE Transactions on Medical Imaging, vol. 38, nº 5. pp. 1116-1126.
Compte des citations dans Scopus : 335.

Galdran, Adrian, Chakor, Hadi, Abdulaziz, Abdulaziz, Kobbi, Ryad, Christodoulidis, Argyrios, Chelbi, Jihed, Racine, Marc-André and Ben Ayed, Ismail. 2019. « Automatic classification and triage of diabetic retinopathy from retinal images based on a convolutional neural networks (CNN) method ». [Conference paper summary]. Acta Ophthalmologica, vol. 97. p. 2.

Kervadec, Hoel, Bouchtiba, Jihene, Desrosiers, Christian, Granger, Eric, Dolz, Jose and Ben Ayed, Ismail. 2019. « Boundary loss for highly unbalanced segmentation ». In Proceedings of the 2nd International Conference on Medical Imaging with Deep Learning (PMLR) (London, England, July 08-10, 2019) Coll. « Proceedings of Machine Learning Research », vol. 102. pp. 285-296. PMLR.
Compte des citations dans Scopus : 197.

Kervadec, Hoel, Dolz, Jose, Granger, Éric and Ben Ayed, Ismail. 2019. « Curriculum semi-supervised segmentation ». In Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 : 22nd International Conference, Proceedings, Part II (Shenzhen, China, Oct 13-17, 2019) Coll. « Lecture Notes in Computer Science », vol. 11765. pp. 568-576. Springer.
Compte des citations dans Scopus : 40.

Kervadec, Hoel, Dolz, Jose, Tang, Meng, Granger, Éric, Boykov, Yuri and Ben Ayed, Ismail. 2019. « Constrained-CNN losses for weakly supervised segmentation ». Medical Image Analysis, vol. 54. pp. 88-99.
Compte des citations dans Scopus : 180.

Marin, Dmitrii, Tang, Meng, Ben Ayed, Ismail and Boykov, Yuri. 2019. « Beyond gradient descent for regularized segmentation losses ». In 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (Long Beach, CA, USA, June 15-20, 2019) pp. 10179-10188. IEEE.
Compte des citations dans Scopus : 18.

Marin, Dmitrii, Tang, Meng, Ben Ayed, Ismail and Boykov, Yuri Y.. 2019. « Kernel clustering: density biases and solutions ». IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 41, nº 1. pp. 136-147.
Compte des citations dans Scopus : 33.

Rony, Jérôme, Hafemann, Luiz G., Oliveira, Luiz S., Ben Ayed, Ismail, Sabourin, Robert and Granger, Eric. 2019. « Decoupling direction and norm for efficient gradient-based L2 adversarial attacks and defenses ». In 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (Long Beach, CA, USA, June 15-20, 2019) pp. 4317-4325. IEEE.
Compte des citations dans Scopus : 159.

Tang, Meng, Marin, Dmitrii, Ben Ayed, Ismail and Boykov, Yuri. 2019. « Kernel cuts: Kernel and spectral clustering meet regularization ». International Journal of Computer Vision, vol. 127, nº 5. pp. 477-511.
Compte des citations dans Scopus : 22.

Wang, Li, Nie, Dong, Guannan, Li, Puybareau, Élodie, Dolz, Jose, Zhang, Qian, Wang, Fan, Xia, Jing, Wu, Zhengwang, Chen, Jia-Wei, Thung, Kim-Han, Bui, Toan Duc, Shin, Jitae, Zeng, Guodong, Zheng, Guoyan, Fonov, Vladimir S., Doyle, Andrew, Xu, Yongchao, Moeskops, Pim, Pluim, Josien P. W., Desrosiers, Christian, Ben Ayed, Ismail, Sanroma, Gerard, Benkarim, Oualid M., Casamitjana, Adrià, Vilaplana, Verónica, Lin, Weili, Li, Gang and Shen, Dinggang. 2019. « Benchmark on automatic six-month-old infant brain segmentation algorithms: the iSeg-2017 challenge ». IEEE Transactions on Medical Imaging, vol. 38, nº 9. pp. 2219-2230.
Compte des citations dans Scopus : 133.

Xu, Xiaopan, Zhang, Xi, Tian, Qian, Wang, Huanjun, Cui, Long-Biao, Li, Shurong, Tang, Xing, Li, Baojun, Dolz, Jose, Ben Ayed, Ismail, Liang, Zhengrong, Yuan, Jing, Du, Peng, Lu, Hongbing and Liu, Yang. 2019. « Quantitative identification of nonmuscle-invasive and muscle-invasive bladder carcinomas: a multiparametric MRI radiomics analysis ». Journal of Magnetic Resonance Imaging, vol. 49, nº 5. pp. 1489-1498.
Compte des citations dans Scopus : 61.

2018

Ben Ayed, Ismail, Pavlov, Dmitry, Punithakumar, Kumaradevan, Hojjat, Seyed-Parsa and Garvin, Gregory (inventeurs) 6 February 2018. « Methods and apparatus to label radiology images ». General Electric Company (titulaire(s)). Brevet américain US 9,886,546.

Carass, Aaron, Cuzzocreo, Jennifer L., Han, Shuo, Hernandez-Castillo, Carlos R., Rasser, Paul E., Ganz, Melanie, Beliveau, Vincent, Dolz, Jose, Ben Ayed, Ismail, Desrosiers, Christian, Thyreau, Benjamin, Romero, José E., Coupé, Pierrick, Manjón, José V., Fonov, Vladimir S., Collins, D. Louis, Ying, Sarah H., Onyike, Chiadi U., Crocetti, Deana, Landman, Bennett A., Mostofsky, Stewart H., Thompson, Paul M. and Prince, Jerry L.. 2018. « Comparing fully automated state-of-the-art cerebellum parcellation from magnetic resonance images ». NeuroImage, vol. 183. pp. 150-172.
Compte des citations dans Scopus : 68.

Dolz, Jose, Ben Ayed, Ismail, Jing, Yuan and Desrosiers, Christian. 2018. « Isointense infant brain segmentation with a hyper-dense connected convolutional neural network ». In IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018) (Washington, DC, USA, Apr. 04-07, 2018) pp. 616-620. Piscataway, NJ, USA : IEEE.
Compte des citations dans Scopus : 16.

Dolz, Jose, Desrosiers, Christian and Ben Ayed, Ismail. 2018. « 3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study ». NeuroImage, vol. 170. pp. 456-470.
Compte des citations dans Scopus : 276.

Dolz, Jose, Xu, Xiaopan, Rony, Jérôme, Yuan, Jing, Liu, Yang, Granger, Éric, Desrosiers, Christian, Zhang, Xi, Ben Ayed, Ismail and Lu, Hongbing. 2018. « Multiregion segmentation of bladder cancer structures in MRI with progressive dilated convolutional networks ». Medical Physics, vol. 45, nº 12. pp. 5482-5493.
Compte des citations dans Scopus : 56.

Kervadec, Hoel, Dolz, Jose, Tang, Meng, Granger, Éric, Boykov, Yuri and Ben Ayed, Ismail. 2018. « Constrained-CNN losses for weakly supervised segmentation ». In 1st Conference on Medical Imaging with Deep Learning (MIDL 2018) (Amsterdam, Netherlands, July 4-6, 2018)

Tang, Meng, Perazzi, Federico, Djelouah, Abdelaziz, Ben Ayed, Ismail, Schroers, Christopher and Boykov, Yuri. 2018. « On regularized losses for weakly-supervised CNN segmentation ». In Computer Vision – ECCV 2018 : 15th European Conference : Proceedings (Munich, Germany, Sept. 08-14, 2018) Coll. « Lecture Notes in Computer Science », vol. 11220. pp. 524-540. Springer.
Compte des citations dans Scopus : 31.

Ziko, Imtiaz Masud, Granger, Eric and Ben Ayed, Ismail. 2018. « Scalable Laplacian K-modes ». In 32nd Conference on Neural Information Processing Systems (NIPS) (Montreal, QC, Canada, Dec. 02-08, 2018) Coll. « Advances in Neural Information Processing Systems », vol. 31. pp. 10041-10051. La Jolla : Neural Information Processing Systems (NIPS).
Compte des citations dans Scopus : 6.

2017

Afshin, Mariam, Ben Ayed, Ismail, Punithakumar, Kumaradevan, Law, Max, Islam, Ali, Goela, Aashish, Peters, Terry and Li, Shuo. 29 August 2017. « Automating Cardiac Disease Detection ». [Research article]. Substance ÉTS.

Afshin, Mariam, Ben Ayed, Ismail, Punithakumar, Kumaradevan, Law, Max, Islam, Ali, Goela, Aashish, Peters, Terry and Li, Shuo. 29 August 2017. « Automatiser le dépistage des maladies cardiaques ». [Research article]. Substance ÉTS.

Dolz, Jose, Ben Ayed, Ismail and Desrosiers, Christian. 2017. « DOPE: distributed optimization for pairwise energies ». In IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (Honolulu, HI, USA, July 21-26, 2017) pp. 4095-4104. IEEE Computer Society.
Compte des citations dans Scopus : 1.

Dolz, Jose, Ben Ayed, Ismail and Desrosiers, Christian. 2017. « Unbiased shape compactness for segmentation ». In Medical Image Computing and Computer-Assisted Intervention : MICCAI 2017 : 20th International Conference, Quebec City, QC, Canada, September 11-13, 2017 : Proceedings : Part I (Quebec City, QC, Canada, Sept. 11-13, 2017) Coll. « Lecture Notes in Computer Science », vol. 10433. pp. 755-763. Springer Verlag.
Compte des citations dans Scopus : 9.

Fechter, Tobias, Adebahr, Sonja, Baltas, Dimos, Ben Ayed, Ismail, Desrosiers, Christian and Dolz, Jose. 2017. « Esophagus segmentation in CT via 3D fully convolutional neural network and random walk ». Medical Physics, vol. 44, nº 12. pp. 6341-6352.
Compte des citations dans Scopus : 59.

Gorelick, Lena, Boykov, Yuri, Veksler, Olga, Ben Ayed, Ismail and Delong, Andrew. 2017. « Local submodularization for binary pairwise energies ». IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 39, nº 10. pp. 1985-1999.
Compte des citations dans Scopus : 8.

Hojjat, Seyed-Parsa, Ayed, Ismail, Garvin, Gregory J. and Punithakumar, Kumaradevan. 2017. « Spine labeling in MRI via regularized distribution matching ». International Journal of Computer Assisted Radiology and Surgery, vol. 12, nº 11. pp. 1911-1922.
Compte des citations dans Scopus : 3.

Hwang, Byong jun, Ren, Jinchang, McCormack, Samuel, Berry, Craig, Ben Ayed, Ismail, Graber, Hans C. and Aptoula, Erchan. 2017. « A practical algorithm for the retrieval of floe size distribution of Arctic sea ice from high-resolution satellite Synthetic Aperture Radar imagery ». Elementa : Science of Anthropocene, vol. 38, nº 5.
Compte des citations dans Scopus : 19.

Mathlouthi, Yosra, Mitiche, Amar and Ben Ayed, Ismail. 2017. « Regularised differentiation for image derivatives ». IET Image Processing, vol. 11, nº 5. pp. 310-316.
Compte des citations dans Scopus : 2.

2016

Mathlouthi, Y., Mitiche, A. and Ben Ayed, I.. 2016. « Calcul variationnel des dérivées d’une image et application à l’estimation du flot optique et du flot de scène ». In Reconnaissance des Formes et l'Intelligence Artificielle (RFIA'16) (Clermont Ferrand, France, 27 juin - 1 juil. 2016)

Mathlouthi, Yosra, Mitiche, Amar and Ben Ayed, Ismail. 2016. « Boundary preserving variational image differentiation ». In Pattern Recognition : 38th German Conference, GCPR 2016, Hannover, Germany, September 12-15, 2016, Proceedings (Hannover, Germany, Sept. 12-15, 2016) Coll. « Lecture Notes in Computer Science », vol. 9796. pp. 355-364. Springer International Publishing.
Compte des citations dans Scopus : 1.

Mathlouthi, Yosra, Mitiche, Amar and Ben Ayed, Ismail. 2016. « Monocular, boundary-preserving joint recovery of scene flow and depth ». Frontiers in ICT, vol. 3, nº 21.

Miles, Brandon, Ben Ayed, Ismail, Hojjat, Seyed-Parsa, Wang, Michael H., Li, Shuo, Fenster, Aaron and Garvin, Gregory J.. 2016. « Spine labeling in axial magnetic resonance imaging via integral kernels ». Computerized Medical Imaging and Graphics, vol. 54. pp. 27-34.
Compte des citations dans Scopus : 2.

Punithakumar, Kumaradevan, Ben Ayed, Ismail, Afshin, Mariam, Goela, Aashish, Islam, Ali, Li, Shuo, Boulanger, Pierre, Becher, Harald and Noga, Michelle. 2016. « Detecting left ventricular impaired relaxation in cardiac MRI using moving mesh correspondences ». Computer Methods and Programs in Biomedicine, vol. 124. pp. 58-66.
Compte des citations dans Scopus : 6.

Schmidt, Frank R., Gorelick, Lena, Ben Ayed, Ismail, Boykov, Yuri and Brox, Thomas. 2016. « Shape distances for binary image segmentation ». In Perspectives in Shape Analysis. Coll. « Mathematics and Visualization ». pp. 137-154. Springer Heidelberg.
Compte des citations dans Scopus : 1.

Tang, Meng, Marin, Dmitrii, Ben Ayed, Ismail and Boykov, Yuri. 2016. « Normalized Cut Meets MRF ». In Computer Vision - ECCV 2016 : 14th European Conference, Amsterdam, The Netherlands, October 11-14, 2016, Proceedings, Part II (Amsterdam, Netherlands, Oct. 08-16, 2016) Coll. « Lecture Notes in Computer Science », vol. 9906. pp. 748-765. Springer International Publishing.
Compte des citations dans Scopus : 17.

2015

Ben Ayed, Ismail. 2015. « Optimisation et apprentissage pour l'analyse d'images médicales ». Communication lors de la conférence : Centre de recherche du Centre hospitalier de l’Université de Montréal (CRCHUM) (Montréal, QC, Canada, Nov. 2015).

Ben Ayed, Ismail, Punithakumar, Kumaradevan, Gill, Sukhdeep and Garvin, Gregory John (inventeurs) 24 February 2015. « Automatic detection of vertebrae boundaries in spine images ». General Electric Company, London Health Sciences Centre Inc. (titulaire(s)). Brevet américain US 8,965,083.

Ben Ayed, Ismail, Punithakumar, Kumaradevan, Hojjat, Seyed-parsa and Garvin, Gregory (inventeurs) 23 June 2015. « Methods and apparatus to generate three-dimensional spinal renderings ». General Electric Company (titulaire(s)). Brevet américain US 9,064,307.

Ben Ayed, Ismail, Punithakumar, Kumaradevan and Li, Shuo. 2015. « Distribution matching with the Bhattacharyya similarity: a bound optimization framework ». IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 37, nº 9. pp. 1777-1791.
Compte des citations dans Scopus : 19.

Boykov, Yuri, Isack, Hossam, Olsson, Carl and Ben Ayed, Ismail. 2015. « Volumetric bias in segmentation and reconstruction: Secrets and solutions ». Communication lors de la conférence : IEEE International Conference on computer vision (Santiago, Chile, Dec. 11-18, 2015).

Boykov, Yuri, Isack, Hossam, Olsson, Carl and Ben Ayed, Ismail. 2015. « Volumetric bias in segmentation and reconstruction: secrets and solutions ». In 2015 IEEE International Conference on Computer Vision (ICCV) (Santiago, Chile, Dec. 7-13, 2015) pp. 1769-1777. Los Alamitos, CA, USA : IEEE Computer Society.
Compte des citations dans Scopus : 9.

Mitiche, Amar, Mathlouthi, Yosra and Ben Ayed, Ismail. 2015. « Monocular concurrent recovery of structure and motion scene flow ». Frontiers in ICT, vol. 2.
Compte des citations dans Scopus : 7.

Njeh, Ines, Sallemi, Lamia, Ben Ayed, Ismail, Chtourou, Khalil, Lehericy, Stephane, Galanaud, Damien and Ben Hamida, Ahmed. 2015. « 3D multimodal MRI brain glioma tumor and edema segmentation: a graph cut distribution matching approach ». Computerized Medical Imaging and Graphics, vol. 40. pp. 108-119.
Compte des citations dans Scopus : 51.

Petitjean, Caroline, Zuluaga, Maria A., Bai, Wenjia, Dacher, Jean-Nicolas, Grosgeorge, Damien, Caudron, Jérôme, Ruan, Su, Ben Ayed, Ismail, Cardoso, M. Jorge, Chen, Hsiang-Chou, Jimenez-Carretero, Daniel, Ledesma-Carbayo, Maria J., Davatzikos, Christos, Doshi, Jimit, Erus, Guray, Maier, Oskar M. O., Nambakhsh, Cyrus M. S., Ou, Yangming, Ourselin, Sébastien, Peng, Chun-Wei, Peters, Nicholas S., Peters, Terry M., Rajchl, Martin, Rueckert, Daniel, Santos, Andres, Shi, Wenzhe, Wang, Ching-Wei, Wang, Haiyan and Yuan, Jing. 2015. « Right ventricle segmentation from cardiac MRI: a collation study ». Medical Image Analysis, vol. 19, nº 1. pp. 187-202.
Compte des citations dans Scopus : 178.

Punithakumar, Kumaradevan, Noga, Michelle, Ben Ayed, Ismail and Boulanger, Pierre. 2015. « Right ventricular segmentation in cardiac MRI with moving mesh correspondences ». Computerized Medical Imaging and Graphics, vol. 43. pp. 15-25.
Compte des citations dans Scopus : 32.

Tang, Meng, Ben Ayed, Ismail, Marin, Dmitrii and Boykov, Yuri. 2015. « Secrets of GrabCut and Kernel K-Means ». In 2015 IEEE International Conference on Computer Vision (ICCV) (Santiago, Chile, Dec. 7-13, 2015) pp. 1555-1563. Los Alamitos, CA, USA : IEEE Computer Society.
Compte des citations dans Scopus : 34.

Tang, Meng, Ben Ayed, Ismail, Marin, Dmitrii and Boykov, Yuri. 2015. « Secrets of GrabCut and Kernel K-Means ». Communication lors de la conférence : IEEE International Conference on computer vision (Santiago, Chile, Dec. 11-18, 2015).

2014

Afshin, Mariam, Ben Ayed, Ismail, Punithakumar, Kumaradevan, Law, Max, Islam, Ali, Goela, Aashish, Peters, Terry and Li, Shuo. 2014. « Regional assessment of cardiac left ventricular myocardial function via MRI statistical features ». IEEE Transactions on Medical Imaging, vol. 33, nº 2. pp. 481-494.
Compte des citations dans Scopus : 69.

Ben Ayed, Ismail. 2014. « Distribution matching approaches to medical image segmentation ». In Computer Vision in Medical Imaging. Coll. « Series in Computer Vision », vol. 2. pp. 19-33. Singapore, Singapore : World Scientific Publishing Co. Pte. Ltd..

Ben Ayed, Ismail, Wang, Michael, Miles, Brandon and Garvin, Gregory J.. 2014. « TRIC: Trust region for invariant compactness and its application to abdominal aorta segmentation ». In Medical Image Computing and Computer-Assisted Intervention – MICCAI 2014. 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part I (Boston, MA, USA, Sept. 14-18, 2014) Coll. « Lecture Notes in Computer Science », vol. 8673. pp. 381-388. Springer Verlag.
Compte des citations dans Scopus : 4.

Ben Salah, Mohamed, Ben Ayed, Ismail, Jing, Yuan and Hong, Zhang. 2014. « Convex-relaxed kernel mapping for image segmentation ». IEEE Transactions on Image Processing, vol. 23, nº 3. pp. 1143-1153.
Compte des citations dans Scopus : 16.

Boykov, Yuri, Ben Ayed, Ismail, Cremers, Daniel and Sonka, Milan. 2014. « Medical image segmentation: beyond level-sets (MICCAI 2014 Tutorial) ». Communication lors de la conférence : Medical Image Computing and Computer Assited Intervention Conference (MICCAI 2014) (Cambridge, MA, USA, Sept. 14-18, 2014).

Gorelick, Lena, Boykov, Yuri, Veksler, Olga, Ben Ayed, Ismail and Delong, Andrew. 2014. « Submodularization for binary pairwise energies ». In 2014 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (Columbus, OH, USA, June 23-28, 2014) pp. 1154-1161. IEEE.
Compte des citations dans Scopus : 28.

Mathlouthi, Yosra, Mitiche, Amar and Ben Ayed, Ismail. 2014. « Direct estimation of dense scene flow and depth from a monocular sequence ». In Advances in Visual Computing : 10th International Symposium, ISVC 2014, Las Vegas, NV, USA, December 8-10, 2014, Proceedings, Part I (Cham, Switzerland, Dec. 8-10, 2014) Coll. « Lecture Notes in Computer Science », vol. 8887. pp. 107-117. Springer International Publishing.

Punithakumar, Kumaradevan, Li, Shuo, Ben Ayed, Ismail, Ross, Ian, Islam, Ali and Rankin, Richard (inventeurs) 19 August 2014. « Methods, apparatus and articles of manufacture to track endocardial motion ». General Electric Company, London Health Sciences Centre Research Inc. (titulaire(s)). Brevet américain US 8,811,705.

Punithakumar, Kumaradevan, Noga, Michelle, Boulanger, Pierre, Ben Ayed, Ismail, Afshin, Mariam, Goela, Aashish, Islam, Ali and Li, Shuo. 2014. « Detecting left ventricular impaired relaxation using MR imaging ». In 2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014 (Valencia, Spain, June 1-4, 2014) pp. 310-313. IEEE Computer Society.

Tang, Meng, Ben Ayed, Ismail and Boykov, Yuri. 2014. « Pseudo-bound optimization for binary energies ». In Computer Vision – ECCV 2014. 13th European Conference, Zurich, Switzerland, September 6-12, 2014, Proceedings, Part V (Zurich, Switzerland, Sept. 6-12, 2014) Coll. « Lecture Notes in Computer Science », vol. 8693. pp. 691-707. Springer International Publishing.
Compte des citations dans Scopus : 27.

2013

Ben Ayed, Ismail, Gorelick, Lena and Boykov, Yuri. 2013. « Auxiliary cuts for general classes of higher order functionals ». In 2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (Portland, OR, USA, June 23-28, 2013) pp. 1304-1311. IEEE Computer Society.
Compte des citations dans Scopus : 16.

Miles, Brandon, Ben Ayed, Ismail, Law, Max W. K., Garvin, Greg, Fenster, Aaron and Li, Shuo. 2013. « Spine image fusion via graph cuts ». IEEE Transactions on Biomedical Engineering, vol. 60, nº 7. pp. 1841-1850.
Compte des citations dans Scopus : 29.

Nambakhsh, Cyrus M. S., Jing, Yuan, Punithakumar, Kumaradevan, Goela, Aashish, Rajchl, Martin, Peters, Terry M. and Ben Ayed, Ismail. 2013. « Left ventricle segmentation in MRI via convex relaxed distribution matching ». Medical Image Analysis, vol. 17, nº 8. pp. 1010-1024.
Compte des citations dans Scopus : 60.

Nambakhsh, Cyrus M. S., Peters, Terry M., Islam, Ali and Ben Ayed, Ismail. 2013. « Right ventricle segmentation with probability product kernel constraints ». In Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013. 16th International Conference, Nagoya, Japan, September 22-26, 2013, Proceedings, Part III (Nagoya, Japan, Sept. 22-26, 2013) Coll. « Lecture Notes in Computer Science », vol. 8149. pp. 509-517. Springer Verlag.
Compte des citations dans Scopus : 8.

Punithakumar, Kumaradevan, Ben Ayed, Ismail, Islam, Ali, Goela, Aashish, Ross, Ian G., Chong, Jaron and Li, Shuo. 2013. « Regional heart motion abnormality detection: An information theoretic approach ». Medical Image Analysis, vol. 17, nº 3. pp. 311-324.
Compte des citations dans Scopus : 34.

Punithakumar, Kumaradevan, Li, Shuo, Ben Ayed, Ismail, Ross, Ian, Islam, Ali and Rankin, Richard (inventeurs) 2 July 2013. « Methods, apparatus and articles of manufacture to process cardiac images to detect heart motion abnormalities ». General Electric Company (titulaire(s)). Brevet américain US 8,478,012.

2012

Afshin, Mariam, Ben Ayed, Ismail, Islam, Ali, Goela, Aashish, Peters, Terry M. and Li, Shuo. 2012. « Global assessment of cardiac function using image statistics in MRI ». In Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012. Proceedings 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part II (Berlin, Germany, Oct. 1-5, 2012) Coll. « Lecture Notes in Computer Science », vol. 7511. pp. 535-543. Springer Verlag.
Compte des citations dans Scopus : 32.

Afshin, Mariam, Ben Ayed, Ismail, Islam, Ali, Goela, Aashish, Ross, Ian, Peters, Terry and Li, Shuo. 2012. « Estimation of the cardiac ejection fraction from image statistics ». In 2012 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro. Proceedings (Barcelona, Spain, May 2-5, 2012) pp. 824-827. IEEE Computer Society.

Ben Ayed, Ismail, Chen, Hua-mei, Punithakumar, Kumaradevan, Ross, Ian and Li, Shuo. 2012. « Max-flow segmentation of the left ventricle by recovering subject-specific distributions via a bound of the Bhattacharyya measure ». Medical Image Analysis, vol. 16, nº 1. pp. 87-100.
Compte des citations dans Scopus : 69.

Ben Ayed, Ismail, Punithakumar, Kumaradevan, Minhas, Rashid, Joshi, Rohit and Garvin, Gregory J.. 2012. « Vertebral body segmentation in MRI via convex relaxation and distribution matching ». In Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012 : 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part I (Berlin, Germany, Oct. 1-5, 2012) Coll. « Lecture Notes in Computer Science », vol. 7510. pp. 520-527. Springer Verlag.
Compte des citations dans Scopus : 19.

Ben Salah, M., Ben Ayed, I., Yuan, J., Wang, Z. and Zhang, H.. 2012. « Convex relaxation for image segmentation by kernel mapping ». In 2012 19th IEEE International Conference on Image Processing (ICIP 2012) (Orlando, FL, USA, Sept. 30-Oct. 3, 2012) pp. 289-292. IEEE.
Compte des citations dans Scopus : 1.

Ben Salah, Mohamed, Ben Ayed, Ismail and Mitiche, Amar. 2012. « Active curve recovery of region boundary patterns ». IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 34, nº 5. pp. 834-849.
Compte des citations dans Scopus : 11.

Li, Shuo, Ben Ayed, Ismail, Ross, Ian and Rankin, Richard (inventeurs) 27 March 2012. « Systems and methods for tracking images ». General Electric Company (titulaire(s)). Brevet américain US 8,144,930.

Miles, Brandon, Law, Max W. K., Ben-Ayed, Ismail, Garvin, Greg, Fenster, Aaron and Li, Shuo. 2012. « Pixel level image fusion for medical imaging: An energy minimizing approach ». In Progress in Biomedical Optics and Imaging (San Diego, CA, USA, Feb. 7-9, 2012) Coll. « Proceedings of SPIE », vol. 8315. pp. 83151-1. SPIE.
Compte des citations dans Scopus : 4.

Njeh, Ines, Ben Ayed, Ismail and Ben Hamida, Ahmed. 2012. « A distribution-matching approach to MRI brain tumor segmentation ». In 2012 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro. Proceedings (Barcelona, Spain, May 2-5, 2012) pp. 1707-1710. IEEE Computer Society.
Compte des citations dans Scopus : 8.

Punithakumar, Kumaradevan, Ben Ayed, Ismail, Islam, Ali, Goela, Aashish and Li, Shuo. 2012. « Regional heart motion abnormality detection via multiview fusion ». In Medical Image Computing and Computer-Assisted Intervention – MICCAI 2012. 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part II (Nice, France, Oct. 1-5, 2012) Coll. « Lecture Notes in Computer Science », vol. 7511. pp. 527-534. Springer Verlag.
Compte des citations dans Scopus : 6.

Punithakumar, Kumaradevan, Yuan, Jing, Ben Ayed, Ismail, Li, Shuo and Boykov, Yuri. 2012. « A convex max-flow approach to distribution-based figure-ground separation ». SIAM Journal on Imaging Sciences, vol. 5, nº 4. pp. 1333-1354.
Compte des citations dans Scopus : 25.

2011

Afshin, Mariam, Ben Ayed, Ismail, Islam, Ali, Ross, Ian, Peters, Terry and Li, Shuo. 2011. « Variational level-set segmentation and tracking of left ventricle using field prior ». In Progress in Biomedical Optics and Imaging (Lake Buena Vista, FL, USA, Feb. 14-16, 2011) Coll. « Proceedings of SPIE », vol. 7962. SPIE.

Afshin, Mariam, Ben Ayed, Ismail, Punithakumar, Kumaradevan, Law, Max W. K., Islam, Ali, Goela, Aashish, Ross, Ian, Peters, Terry and Li, Shuo. 2011. « Assessment of regional myocardial function via statistical features in MR images ». In Medical Image Computing and Computer-Assisted Intervention – MICCAI 2011. 14th International Conference, Toronto, Canada, September 18-22, 2011, Proceedings, Part III (Toronto, ON, Canada, Sept. 18-22, 2011) Coll. « Lecture Notes in Computer Science », vol. 6893. pp. 107-114. Springer Verlag.
Compte des citations dans Scopus : 13.

Ben Ayed, Ismail, Punithakumar, Kumaradevan, Garvin, Gregory, Romano, Walter and Li, Shuo. 2011. « Graph cuts with invariant object-interaction priors: application to intervertebral disc segmentation ». In Information Processing in Medical Imaging. 22nd International Conference, IPMI 2011, Kloster Irsee, Germany, July 3-8, 2011. Proceedings (Kloster Irsee, Germany, July 3-8, 2011) Coll. « Lecture Notes in Computer Science », vol. 6801. pp. 221-232. Springer Verlag.
Compte des citations dans Scopus : 60.

Ben Salah, Mohamed, Mitiche, Amar and Ben Ayed, Ismail. 2011. « Multiregion image segmentation by parametric kernel graph cuts ». IEEE Transactions on Image Processing, vol. 20, nº 2. pp. 545-557.
Compte des citations dans Scopus : 206.

Mitiche, Amar and Ben Ayed, Ismail. 2011. « Variational and level set methods in image segmentation ». Springer Berlin Heidelberg. 190 p.

Nambakhsh, M. S., Punithakumar, Kumaradevan, Ben Ayed, Ismail, Goela, Aashish, Islam, Ali, Peters, Terry and Li, Shuo. 2011. « A neural network learned information measures for heart motion abnormality detection ». In Progress in Biomedical Optics and Imaging (Lake Buena Vista, FL, USA, Feb. 14-16, 2011) Coll. « Proceedings of SPIE », vol. 7962. SPIE.

Nambakhsh, Mohammad Saleh, Yuan, Jing, Ben Ayed, Ismail, Punithakumar, Kumaradevan, Goela, Aashish, Islam, Ali, Peters, Terry and Li, Shuo. 2011. « A convex max-flow segmentation of LV using subject-specific distributions on cardiac MRI ». In Information Processing in Medical Imaging. 22nd International Conference, IPMI 2011, Kloster Irsee, Germany, July 3-8, 2011. Proceedings (Kloster Irsee, Germany, July 3-8, 2011) Coll. « Lecture Notes in Computer Science », vol. 6801. pp. 171-183. Springer Verlag.
Compte des citations dans Scopus : 5.

2010

Ben Ayed, Ismail, Hua-mei, Chen, Punithakumar, Kumaradevan, Ross, Ian and Li, Shuo. 2010. « Graph cut segmentation with a global constraint: recovering region distribution via a bound of the Bhattacharyya measure ». In 2010 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (San Francisco, CA, USA, June 13-18, 2010) pp. 3288-3295. IEEE.
Compte des citations dans Scopus : 36.

Ben Ayed, Ismail, Mitiche, Amar, Ben Salah, Mohamed and Li, Shuo. 2010. « Finding image distributions on active curves ». In 2010 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (San Francisco, CA, USA, June 13-18, 2010) pp. 3225-3232. IEEE.
Compte des citations dans Scopus : 4.

Ben Salah, M., Mitiche, A. and Ben Ayed, I.. 2010. « Image partitioning with kernel mapping and graph cuts ». In 2010 Proceedings of 17th IEEE International Conference on Image Processing (ICIP 2010) (Hong Kong, China, Sept. 26-29, 2010) pp. 245-248. IEEE.
Compte des citations dans Scopus : 2.

Ben Salah, Mohamed, Mitiche, Amar and Ben Ayed, Ismail. 2010. « Effective level set image segmentation with a kernel induced data term ». IEEE Transactions on Image Processing, vol. 19, nº 1. pp. 220-232.
Compte des citations dans Scopus : 65.

Punithakumar, Kumaradevan, Ben Ayed, Ismail, Islam, Ali, Ross, Ian G. and Li, Shuo. 2010. « Regional heart motion abnormality detection via information measures and unscented Kalman filtering ». In Medical Image Computing and Computer-Assisted Intervention – MICCAI 2010. 13th International Conference, Beijing, China, September 20-24, 2010, Proceedings, Part I (Beijing, China, Sept. 20-24, 2010) Coll. « Lecture Notes in Computer Science », vol. 6361. pp. 409-417. Springer Verlag.
Compte des citations dans Scopus : 18.

Punithakumar, Kumaradevan, Ben Ayed, Ismail, Islam, Ali, Ross, Ian G. and Li, Shuo. 2010. « Tracking endocardial motion via multiple model filtering ». IEEE Transactions on Biomedical Engineering, vol. 57, nº 8. pp. 2001-2010.
Compte des citations dans Scopus : 19.

Punithakumar, Kumaradevan, Ben Ayed, Ismail, Ross, Ian G., Islam, Ali, Chong, Jaron and Li, Shuo. 2010. « Detection of left ventricular motion abnormality via information measures and Bayesian filtering ». IEEE Transactions on Information Technology in Biomedicine, vol. 14, nº 4. pp. 1106-1113.
Compte des citations dans Scopus : 19.

2009

Ben Ayed, Ismail, Li, Shuo and Ross, Ian. 2009. « A statistical overlap prior for variational image segmentation ». International Journal of Computer Vision, vol. 85, nº 1. pp. 115-132.
Compte des citations dans Scopus : 28.

Ben Ayed, Ismail, Li, Shuo and Ross, Ian. 2009. « Embedding overlap priors in variational left ventricle tracking ». IEEE Transactions on Medical Imaging, vol. 28, nº 12. pp. 1902-1913.
Compte des citations dans Scopus : 66.

Ben Ayed, Ismail, Li, Shuo and Ross, Ian. 2009. « Level set image segmentation with a statistical overlap constraint ». In Information Processing in Medical Imaging. 21st International Conference, IPMI 2009, Williamsburg, VA, USA, July 5-10, 2009. Proceedings (Williamsburg, VA, USA, July 5-10, 2009) Coll. « Lecture Notes in Computer Science », vol. 5636. pp. 589-601. Springer Verlag.
Compte des citations dans Scopus : 5.

Ben Ayed, Ismail, Li, Shuo, Ross, Ian and Islam, Ali. 2009. « Myocardium tracking via matching distributions ». International Journal of Computer Assisted Radiology and Surgery, vol. 4, nº 1. pp. 37-44.
Compte des citations dans Scopus : 5.

Ben Ayed, Ismail, Punithakumar, Kumaradevan, Li, Shuo, Islam, Ali and Chong, Jaron. 2009. « Left ventricle segmentation via graph cut distribution matching ». In Medical Image Computing and Computer-Assisted Intervention – MICCAI 2009. 12th International Conference, London, UK, September 20-24, 2009, Proceedings, Part II (London, UK, Sept. 20-24, 2009) Coll. « Lecture Notes in Computer Science », vol. 5762. pp. 901-909. Springer Verlag.
Compte des citations dans Scopus : 47.

Ben Salah, M., Mitiche, A. and Ben Ayed, I.. 2009. « Image segmentation in a kernel-induced space ». In Proceedings of the 2009 16th IEEE International Conference on Image Processing (ICIP 2009) (Cairo, Egypt, Nov. 7-10, 2009) pp. 2997-3000. IEEE.

Punithakumar, Kumaradevan, Ben Ayed, Ismail, Islam, Ali, Ross, Ian and Li, Shuo. 2009. « Tracking endocardial boundary and motion via graph cut distribution matching and multiple model filtering ». In Computer Vision - ACCV 2009 : 9th Asian Conference on Computer Vision, Xi’an, September 23-27, 2009, Revised Selected Papers, Part III (Berlin, Germany, Sept. 23-27, 2009) Coll. « Lecture Notes in Computer Science », vol. 5996. pp. 172-182. Springer Verlag.
Compte des citations dans Scopus : 1.

Punithakumar, Kumaradevan, Li, Shuo, Ben Ayed, Ismail, Ross, Ian, Islam, Ali and Chong, Jaron. 2009. « Heart motion abnormality detection via an information measure and bayesian filtering ». In Medical Image Computing and Computer-Assisted Intervention – MICCAI 2009. 12th International Conference, London, UK, September 20-24, 2009, Proceedings, Part II (London, UK, Sept. 20-24, 2009) Coll. « Lecture Notes in Computer Science », vol. 5762. pp. 373-380. Springer Verlag.
Compte des citations dans Scopus : 6.

2008

Ben Ayed, Ismail, Li, Shuo, Islam, Ali, Garvin, Greg and Chhem, Rethy. 2008. « Area prior constrained level set evolution for medical image segmentation ». In Medical Imaging 2008: Image Processing (San Diego, CA, USA, Feb. 17-19, 2008) Coll. « Proceedings of SPIE », vol. 6914. pp. 691402-691401. The International Society for Optical Engineering.
Compte des citations dans Scopus : 7.

Ben Ayed, Ismail, Li, Shuo and Ross, Ian. 2008. « Tracking distributions with an overlap prior ». In 2008 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (Anchorage, AK, USA, June 23-28, 2008) IEEE.
Compte des citations dans Scopus : 10.

Ben Ayed, Ismail and Mitiche, Amar. 2008. « A region merging prior for variational level set image segmentation ». IEEE Transactions on Image Processing, vol. 17, nº 12. pp. 2301-2311.
Compte des citations dans Scopus : 48.

Ben Ayed, Ismail and Mitiche, Amar. 2008. « Merging active contours ». In Advances in Visual Computing. 4th International Symposium, ISVC 2008, Las Vegas, NV, USA, December 1-3, 2008. Proceedings, Part II (Las Vegas, NV, USA, Dec. 1-3, 2008) Coll. « Lecture Notes in Computer Science », vol. 5359. pp. 181-191. Springer Verlag.

Ben Ayed, Ismail, Yingli, Lu, Li, Shuo and Ross, Ian. 2008. « Left ventricle tracking using overlap priors ». In Medical Image Computing and Computer-Assisted Intervention – MICCAI 2008. 11th International Conference, New York, NY, USA, September 6-10, 2008, Proceedings, Part I (Berlin, Germany, Sept. 6-10, 2008) Coll. « Lecture Notes in Computer Science », vol. 5241. pp. 1025-1033. Springer-Verlag.
Compte des citations dans Scopus : 18.

Ben Salah, Mohamed, Ben Ayed, Ismail and Mitiche, Amar. 2008. « Multiregion graph cut image segmentation ». In VISAPP 2008 - Proceedings of the Third International Conference on Computer Vision Theory and Applications - Volume 1 (Funchal, Portugal, Jan. 22-25, 2008) pp. 535-538. Institute for Systems and Technologies of Information, Control and Communication.

Ben Salah, Mohamed, Mitiche, Amar and Ben Ayed, Ismail. 2008. « A continuous labeling for multiphase graph cut image partitioning ». In Advances in Visual Computing. Proceedings 4th International Symposium, ISVC 2008, Las Vegas, NV, USA, December 1-3, 2008. Proceedings, Part I (Berlin, Germany, Dec. 1-3, 2008) Coll. « Lecture Notes in Computer Science », vol. 5358. pp. 268-277. Springer-Verlag.
Compte des citations dans Scopus : 8.

2007

Ben Ayed, Ismail and Mitiche, Amar. 2007. « Embedding a region merging prior in level set vector-valued image segmentation ». In Computer Vision – ACCV 2007. 8th Asian Conference on Computer Vision, Tokyo, Japan, November 18-22, 2007, Proceedings, Part I (Tokyo, Japan, Nov. 18-22, 2007) Coll. « Lecture Notes in Computer Science », vol. 4843. pp. 925-934. Springer Berlin Heidelberg.

2006

Ben Ayed, Ismail, Hennane, Nacera and Mitiche, Amar. 2006. « Unsupervised variational image segmentation/classification using a weibull observation model ». IEEE Transactions on Image Processing, vol. 15, nº 11. pp. 3431-3439.
Compte des citations dans Scopus : 70.

Ben Ayed, Ismail and Mitiche, Amar. 2006. « A partition constrained minimization scheme for efficient multiphase level set image segmentation ». In 2006 IEEE International Conference on Image Processing (Atlanta, GA, USA, Oct. 8-11, 2006) pp. 1641-1644. IEEE.
Compte des citations dans Scopus : 12.

Ben Ayed, Ismail, Mitiche, Amar and Belhadj, Ziad. 2006. « Polarimetric image segmentation via maximum-likelihood approximation and efficient multiphase level-sets ». IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 28, nº 9. pp. 1493-1500.
Compte des citations dans Scopus : 82.

Ben Ayed, Ismail, Mitiche, Amar and Belhadj, Ziad. 2006. « Variational unsupervised classification of polarimetric images ». In IEEE International Conference on Geoscience and Remote Sensing Symposium, 2006. IGARSS 2006 (Denver, CO, USA, July 31-Aug. 4, 2006) pp. 4198-4200. IEEE.
Compte des citations dans Scopus : 1.

Ben Ayed, Ismail, Mitiche, Amar and Belhadj, Ziad. 2006. « Variational unsupervised segmentation of multi-look complex polarimetric images using a wishart observation model ». In 2006 IEEE International Conference on Image Processing (Atlanta, GA, USA, Oct. 8-11, 2006) pp. 3233-3236. IEEE.
Compte des citations dans Scopus : 1.

2005

Ben Ayed, Ismail, Mitiche, Amar and Belhadj, Ziad. 2005. « Level set curve evolution partitioning of polarimetric images ». In IEEE International Conference on Image Processing, 2005. ICIP 2005 (Genoa, Italy, Sept. 11-14, 2005) pp. 281-284. IEEE.
Compte des citations dans Scopus : 3.

Ben Ayed, Ismail, Mitiche, Amar and Belhadj, Ziad. 2005. « Multiregion level-set partitioning of synthetic aperture radar images ». IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 27, nº 5. pp. 793-800.
Compte des citations dans Scopus : 213.

2004

Ben Ayed, Ismail, Vázquez, Carlos, Mitiche, Amar and Belhadj, Ziad. 2004. « SAR image segmentation with active contours and level sets ». In 2004 International Conference on Image Processing, 2004. ICIP '04 (Singapore, Singapore, Oct. 24-27, 2004) pp. 2721-2720. Piscataway, NJ, USA : IEEE.
Compte des citations dans Scopus : 29.

Vázquez, Carlos, Mitiche, Amar and Ben Ayed, Ismail. 2004. « Image segmentation as regularized clustering: a fully global curve evolution method ». In 2004 International Conference on Image Processing, 2004. ICIP '04 (Singapore, Singapore, Oct. 24-27, 2004) pp. 3467-3470. Piscataway, NJ, USA : IEEE.
Compte des citations dans Scopus : 27.

This list was generated on Tue Mar 5 00:14:08 2024 EST.