| Multimodal change detection in remote sensing images using an unsupervised pixel pairwise-based Markov random field model R Touati, M Mignotte, M Dahmane IEEE Transactions on Image Processing 29, 757-767, 2019 | 69 | 2019 |
| An energy-based model encoding nonlocal pairwise pixel interactions for multisensor change detection R Touati, M Mignotte IEEE Transactions on Geoscience and Remote Sensing 56 (2), 1046-1058, 2017 | 58 | 2017 |
| Anomaly feature learning for unsupervised change detection in heterogeneous images: A deep sparse residual model R Touati, M Mignotte, M Dahmane IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2020 | 39 | 2020 |
| Change detection in heterogeneous remote sensing images based on an imaging modality-invariant MDS representation R Touati, M Mignotte, M Dahmane 2018 25th IEEE International Conference on Image Processing (ICIP), 3998-4002, 2018 | 33 | 2018 |
| A reliable mixed-norm-based multiresolution change detector in heterogeneous remote sensing images R Touati, M Mignotte, M Dahmane IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2019 | 24 | 2019 |
| MDS-based multi-axial dimensionality reduction model for human action recognition R Touati, M Mignotte 2014 Canadian Conference on Computer and Robot Vision, 262-267, 2014 | 23 | 2014 |
| A new change detector in heterogeneous remote sensing imagery R Touati, M Mignotte, M Dahmane 2017 Seventh International Conference on Image Processing Theory, Tools and …, 2017 | 16 | 2017 |
| Partly uncoupled siamese model for change detection from heterogeneous remote sensing imagery R Touati, M Mignotte, M Dahmane J. Remote Sens. GIS 9 (1), 1-8, 2020 | 7 | 2020 |
| Multimodal change detection using a convolution model-based mapping R Touati, M Mignotte, M Dahmane 2019 Ninth International Conference on Image Processing Theory, Tools and …, 2019 | 7 | 2019 |
| A multidimensional scaling optimization and fusion approach for the unsupervised change detection problem in remote sensing images R Touati, M Mignotte 2016 Sixth International Conference on Image Processing Theory, Tools and …, 2016 | 7 | 2016 |
| A feature invariant generative adversarial network for head and neck MRI/CT image synthesis R Touati, WT Le, S Kadoury Physics in Medicine & Biology 66 (9), 095001, 2021 | 5 | 2021 |
| Détection de changement en imagerie satellitaire multimodale R Touati | 5 | 2019 |
| A circular invariant convolution model-based mapping for multimodal change detection R Touati, M Mignotte, M Dahmane Adv. Sci., Technol. Eng. Syst. J 5 (5), 1288-1298, 2020 | 2 | 2020 |
| Reconnaissance des actions humaines à partir d'une séquence vidéo R Touati | 2 | 2014 |
| Bidirectional feature matching based on deep pairwise contrastive learning for multiparametric MRI image synthesis R Touati, S Kadoury Physics in Medicine and Biology, 2023 | | 2023 |
| A least square generative network based on invariant contrastive feature pair learning for multimodal MR image synthesis R Touati, S Kadoury International Journal of Computer Assisted Radiology and Surgery, 1-9, 2023 | | 2023 |
