Sonia Bouzidi

Publication Activity (10 Years)

Years Active: 1996-2023
Publications (10 Years): 15

Top Topics

Hyperspectral Image Classification

Convolutional Neural Networks

Top Venues

VISIGRAPP (4: VISAPP)

J. Electronic Imaging

Publications

Emna Brahim, Sonia Bouzidi, Walid Barhoumi
ResNet Classifier Using Shearlet-Based Features for Detecting Change in Satellite Images. VISIGRAPP (4: VISAPP) (2023)
Rached Bouchoucha, Houssem Ben Braiek, Foutse Khomh, Sonia Bouzidi, Rania Zaatour
Robustness assessment of hyperspectral image CNNs using metamorphic testing. Inf. Softw. Technol. 162 (2023)
Ahmed Haj Yahmed, Houssem Ben Braiek, Foutse Khomh, Sonia Bouzidi, Rania Zaatour
DiverGet: A Search-Based Software Testing Approach for Deep Neural Network Quantization Assessment. CoRR (2022)
Mariem Zaouali, Sonia Bouzidi
Selection of the 3-D Shearlet Cubes for Improving Hyperspectral Image Joint Sparse Classification. IGARSS (2022)
Ahmed Haj Yahmed, Houssem Ben Braiek, Foutse Khomh, Sonia Bouzidi, Rania Zaatour
DiverGet: a Search-Based Software Testing approach for Deep Neural Network Quantization assessment. Empir. Softw. Eng. 27 (7) (2022)
Emna Brahim, Sonia Bouzidi, Walid Barhoumi
Change detection in optical remote sensing images using shearlet transform and convolutional neural networks. AICCSA (2021)
Rania Zaatour, Sonia Bouzidi, Ezzeddine Zagrouba
Unsupervised Image-Adapted Local Fisher Discriminant Analysis to Reduce Hyperspectral Images Without Ground Truth. IEEE Trans. Geosci. Remote. Sens. 58 (11) (2020)
Rania Zaatour, Sonia Bouzidi, Ezzeddine Zagrouba
Class-adapted local fisher discriminant analysis to reduce highly-dimensioned data on commodity hardware: application to hyperspectral images. Multim. Tools Appl. 78 (12) (2019)
Sonia Bouzidi, Houssem Ben Braiek
Improved algorithm for hyperspectral image classification. J. Electronic Imaging 27 (06) (2018)
Mariem Zaouali, Sonia Bouzidi, Ezzeddine Zagrouba
3-D Shearlet Transform Based Feature Extraction for Improved Joint Sparse Representation HSI Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (4) (2018)
Rania Zaatour, Sonia Bouzidi, Ezzeddine Zagrouba
Parallel and Distributed Local Fisher Discriminant Analysis to Reduce Hyperspectral Images on Cloud Computing Architectures. ACIVS (2018)
Rania Zaatour, Sonia Bouzidi, Ezzeddine Zagrouba
Impact of Feature Extraction and Feature Selection Techniques on Extended Attribute Profile-based Hyperspectral Image Classification. VISIGRAPP (4: VISAPP) (2017)
Mariem Zaouali, Sonia Bouzidi, Ezzeddine Zagrouba
Shearlet-Based Region Map Guidance for Improving Hyperspectral Image Classification. ACIVS (2017)
Mariem Zaouali, Sonia Bouzidi, Ezzeddine Zagrouba
Land Cover Clustering based on Improved Dictionary Learning Method from Modis Data. VISIGRAPP (4: VISAPP) (2016)
Mariem Zaouali, Sonia Bouzidi, Ezzeddine Zagrouba
Review of multiscale geometric decompositions in a remote sensing context. J. Electronic Imaging 25 (6) (2016)
Sonia Bouzidi, Salem Belhaj, Isabelle Herlin, Jean-Paul Berroir
An approach for land cover change detection using low spatial resolution data. IGARSS (2003)
Sonia Bouzidi, Jean-Paul Berroir, Isabelle Herlin
An operational approach to monitor vegetation using remote sensing. ICASSP (1998)
Sonia Bouzidi, Jean-Paul Berroir, Isabelle Herlin
A remote sensing data fusion approach to monitor agricultural areas. ICPR (1998)
Isabelle Herlin, Isaac Cohen, Sonia Bouzidi
Image Processing for Sequences of Oceanographic Images. Comput. Animat. Virtual Worlds 7 (3) (1996)