Redha Touati

Multimodal Change Detection in Remote Sensing Images Using an Unsupervised Pixel Pairwise-Based Markov Random Field Model

Redha Touati, Max Mignotte, Mohamed Dahmane · IEEE Transactions on Image Processing · 2019 · 170 citations

Computing, Computer Science, Computer Vision +16

An Energy-Based Model Encoding Nonlocal Pairwise Pixel Interactions for Multisensor Change Detection

Redha Touati, Max Mignotte · IEEE Transactions on Geoscience and Remote Sensing · 2017 · 76 citations

Computing, Geoinformatics, Computer Vision +16

Anomaly Feature Learning for Unsupervised Change Detection in Heterogeneous Images: A Deep Sparse Residual Model

Redha Touati, Max Mignotte, Mohamed Dahmane · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2020 · 73 citations · Full text

Computing, Computer Science, Computer Vision +16

Change Detection in Heterogeneous Remote Sensing Images Based on an Imaging Modality-Invariant MDS Representation

Redha Touati, Max Mignotte, Mohamed Dahmane · 2018 · 34 citations

Computing, Geoinformatics, Digital Imaging +15

A Reliable Mixed-Norm-Based Multiresolution Change Detector in Heterogeneous Remote Sensing Images

Redha Touati, Max Mignotte, Mohamed Dahmane · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2019 · 32 citations

Natural Sciences, Earth Sciences, Computer Vision +16