MDS-based Multi-axial Dimensionality Reduction Model for Human Action Recognition. - Redha Touati; Max Mignotte (CRV, 2014)

A multidimensional scaling optimization and fusion approach for the unsupervised change detection problem in remote sensing images. - Redha Touati; Max Mignotte (IPTA, 2016)

A new change detector in heterogeneous remote sensing imagery. - Redha Touati; Max Mignotte; Mohamed Dahmane (IPTA, 2017)

Change Detection in Heterogeneous Remote Sensing Images Based on an Imaging Modality-Invariant MDS Representation. - Redha Touati; Max Miqnoite; Mohamed Dahmane (ICIP, 2018)

An Energy-Based Model Encoding Nonlocal Pairwise Pixel Interactions for Multisensor Change Detection. - Redha Touati; Max Mignotte (IEEE Trans. Geosci. Remote. Sens., 2018)

Multimodal Change Detection Using a Convolution Model-Based Mapping. - Redha Touati; Max Mignotte; Mohamed Dahmane (IPTA, 2019)

A Reliable Mixed-Norm-Based Multiresolution Change Detector in Heterogeneous Remote Sensing Images. - Redha Touati; Max Mignotte; Mohamed Dahmane (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Anomaly Feature Learning for Unsupervised Change Detection in Heterogeneous Images: A Deep Sparse Residual Model. - Redha Touati; Max Mignotte; Mohamed Dahmane (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Multimodal Change Detection in Remote Sensing Images Using an Unsupervised Pixel Pairwise-Based Markov Random Field Model. - Redha Touati; Max Mignotte; Mohamed Dahmane (IEEE Trans. Image Process., 2020)

A least square generative network based on invariant contrastive feature pair learning for multimodal MR image synthesis. - Redha Touati; Samuel Kadoury (Int. J. Comput. Assist. Radiol. Surg., 2023)