Image Processing for Sequences of Oceanographic Images. - Isabelle Herlin; Isaac Cohen; Sonia Bouzidi (Comput. Animat. Virtual Worlds, 1996)

An operational approach to monitor vegetation using remote sensing. - Sonia Bouzidi; Jean-Paul Berroir; Isabelle Herlin (ICASSP, 1998)

A remote sensing data fusion approach to monitor agricultural areas. - Sonia Bouzidi; Jean-Paul Berroir; Isabelle Herlin (ICPR, 1998)

An approach for land cover change detection using low spatial resolution data. - Sonia Bouzidi; Salem Belhaj; Isabelle Herlin; Jean-Paul Berroir (IGARSS, 2003)

Land Cover Clustering based on Improved Dictionary Learning Method from Modis Data. - Mariem Zaouali; Sonia Bouzidi; Ezzeddine Zagrouba (VISIGRAPP (4: VISAPP), 2016)

Review of multiscale geometric decompositions in a remote sensing context. - Mariem Zaouali; Sonia Bouzidi; Ezzeddine Zagrouba (J. Electronic Imaging, 2016)

Shearlet-Based Region Map Guidance for Improving Hyperspectral Image Classification. - Mariem Zaouali; Sonia Bouzidi; Ezzeddine Zagrouba (ACIVS, 2017)

Impact of Feature Extraction and Feature Selection Techniques on Extended Attribute Profile-based Hyperspectral Image Classification. - Rania Zaatour; Sonia Bouzidi; Ezzeddine Zagrouba (VISIGRAPP (4: VISAPP), 2017)

Parallel and Distributed Local Fisher Discriminant Analysis to Reduce Hyperspectral Images on Cloud Computing Architectures. - Rania Zaatour; Sonia Bouzidi; Ezzeddine Zagrouba (ACIVS, 2018)

Improved algorithm for hyperspectral image classification. - Sonia Bouzidi; Houssem Ben Braiek (J. Electronic Imaging, 2018)

3-D Shearlet Transform Based Feature Extraction for Improved Joint Sparse Representation HSI Classification. - Mariem Zaouali; Sonia Bouzidi; Ezzeddine Zagrouba (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Class-adapted local fisher discriminant analysis to reduce highly-dimensioned data on commodity hardware: application to hyperspectral images. - Rania Zaatour; Sonia Bouzidi; Ezzeddine Zagrouba (Multim. Tools Appl., 2019)

Unsupervised Image-Adapted Local Fisher Discriminant Analysis to Reduce Hyperspectral Images Without Ground Truth. - Rania Zaatour; Sonia Bouzidi; Ezzeddine Zagrouba (IEEE Trans. Geosci. Remote. Sens., 2020)

Change detection in optical remote sensing images using shearlet transform and convolutional neural networks. - Emna Brahim; Sonia Bouzidi; Walid Barhoumi (AICCSA, 2021)

Selection of the 3-D Shearlet Cubes for Improving Hyperspectral Image Joint Sparse Classification. - Mariem Zaouali; Sonia Bouzidi (IGARSS, 2022)

DiverGet: a Search-Based Software Testing approach for Deep Neural Network Quantization assessment. - Ahmed Haj Yahmed; Houssem Ben Braiek; Foutse Khomh; Sonia Bouzidi; Rania Zaatour (Empir. Softw. Eng., 2022)

ResNet Classifier Using Shearlet-Based Features for Detecting Change in Satellite Images. - Emna Brahim; Sonia Bouzidi; Walid Barhoumi (VISIGRAPP (4: VISAPP), 2023)

Robustness assessment of hyperspectral image CNNs using metamorphic testing. - Rached Bouchoucha; Houssem Ben Braiek; Foutse Khomh; Sonia Bouzidi; Rania Zaatour (Inf. Softw. Technol., 2023)

Fusion of UNet and ResNet decisions for change detection using low and high spectral resolution images. - Emna Brahim; Emna Amri; Walid Barhoumi; Sonia Bouzidi (Signal Image Video Process., 2024)