Sonia Bouzidi

According to our database, Sonia Bouzidi authored at least 19 papers between 1996 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

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

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

ResNet Classifier Using Shearlet-Based Features for Detecting Change in Satellite Images.

Emna Brahim, Sonia Bouzidi, Walid Barhoumi

Proceedings of the 18th International Joint Conference on Computer Vision, 2023

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

Selection of the 3-D Shearlet Cubes for Improving Hyperspectral Image Joint Sparse Classification.

Mariem Zaouali, Sonia Bouzidi

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

Change detection in optical remote sensing images using shearlet transform and convolutional neural networks.

Emna Brahim, Sonia Bouzidi, Walid Barhoumi

Proceedings of the 18th IEEE/ACS International Conference on Computer Systems and Applications, 2021

2020

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

2019

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

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

Improved algorithm for hyperspectral image classification.

Sonia Bouzidi, Houssem Ben Braiek

J. Electronic Imaging, 2018

Parallel and Distributed Local Fisher Discriminant Analysis to Reduce Hyperspectral Images on Cloud Computing Architectures.

Rania Zaatour, Sonia Bouzidi, Ezzeddine Zagrouba

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2018

2017

Impact of Feature Extraction and Feature Selection Techniques on Extended Attribute Profile-based Hyperspectral Image Classification.

Rania Zaatour, Sonia Bouzidi, Ezzeddine Zagrouba

Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 4: VISAPP, Porto, Portugal, February 27, 2017

Shearlet-Based Region Map Guidance for Improving Hyperspectral Image Classification.

Mariem Zaouali, Sonia Bouzidi, Ezzeddine Zagrouba

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2017

2016

Review of multiscale geometric decompositions in a remote sensing context.

Mariem Zaouali, Sonia Bouzidi, Ezzeddine Zagrouba

J. Electronic Imaging, 2016

Land Cover Clustering based on Improved Dictionary Learning Method from Modis Data.

Mariem Zaouali, Sonia Bouzidi, Ezzeddine Zagrouba

Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

2003

An approach for land cover change detection using low spatial resolution data.

Sonia Bouzidi, Salem Belhaj, Isabelle Herlin, Jean-Paul Berroir

Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

1998

A remote sensing data fusion approach to monitor agricultural areas.

Sonia Bouzidi, Jean-Paul Berroir, Isabelle Herlin

Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

An operational approach to monitor vegetation using remote sensing.

Sonia Bouzidi, Jean-Paul Berroir, Isabelle Herlin

Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

1996

Image Processing for Sequences of Oceanographic Images.

Isabelle Herlin, Isaac Cohen, Sonia Bouzidi

Comput. Animat. Virtual Worlds, 1996