Sonia Bouzidi

Orcid: 0000-0002-8519-6369

According to our database1, Sonia Bouzidi authored at least 18 papers between 1996 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2023
Robustness assessment of hyperspectral image CNNs using metamorphic testing.
Inf. Softw. Technol., 2023

ResNet Classifier Using Shearlet-Based Features for Detecting Change in Satellite Images.
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.
Empir. Softw. Eng., 2022

Selection of the 3-D Shearlet Cubes for Improving Hyperspectral Image Joint Sparse Classification.
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.
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.
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.
Multim. Tools Appl., 2019

2018
3-D Shearlet Transform Based Feature Extraction for Improved Joint Sparse Representation HSI Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Improved algorithm for hyperspectral image classification.
J. Electronic Imaging, 2018

Parallel and Distributed Local Fisher Discriminant Analysis to Reduce Hyperspectral Images on Cloud Computing Architectures.
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.
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.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2017

2016
Review of multiscale geometric decompositions in a remote sensing context.
J. Electronic Imaging, 2016

Land Cover Clustering based on Improved Dictionary Learning Method from Modis Data.
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.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

1998
A remote sensing data fusion approach to monitor agricultural areas.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

An operational approach to monitor vegetation using remote sensing.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

1996
Image Processing for Sequences of Oceanographic Images.
Comput. Animat. Virtual Worlds, 1996


  Loading...