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Journal Articles
- 2024
[j9]Emna Brahim, Emna Amri, Walid Barhoumi
, Sonia Bouzidi:
Fusion of UNet and ResNet decisions for change detection using low and high spectral resolution images. Signal Image Video Process. 18(S1): S695-S702 (2024)- 2023
- [j8]Rached Bouchoucha, Houssem Ben Braiek, Foutse Khomh, Sonia Bouzidi, Rania Zaatour:
Robustness assessment of hyperspectral image CNNs using metamorphic testing. Inf. Softw. Technol. 162: 107281 (2023) - 2022
- [j7]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): 193 (2022) - 2020
- [j6]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): 7931-7941 (2020) - 2019
- [j5]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): 17113-17134 (2019) - 2018
- [j4]Sonia Bouzidi, Houssem Ben Braiek:
Improved algorithm for hyperspectral image classification. J. Electronic Imaging 27(06): 063032 (2018) - [j3]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): 1306-1314 (2018) - 2016
- [j2]Mariem Zaouali, Sonia Bouzidi, Ezzeddine Zagrouba:
Review of multiscale geometric decompositions in a remote sensing context. J. Electronic Imaging 25(6): 61617 (2016) - 1996
- [j1]Isabelle Herlin, Isaac Cohen, Sonia Bouzidi:
Image Processing for Sequences of Oceanographic Images. Comput. Animat. Virtual Worlds 7(3): 169-176 (1996)
Conference and Workshop Papers
- 2023
- [c10]Emna Brahim, Sonia Bouzidi, Walid Barhoumi:
ResNet Classifier Using Shearlet-Based Features for Detecting Change in Satellite Images. VISIGRAPP (4: VISAPP) 2023: 427-434 - 2022
- [c9]Mariem Zaouali, Sonia Bouzidi:
Selection of the 3-D Shearlet Cubes for Improving Hyperspectral Image Joint Sparse Classification. IGARSS 2022: 787-790 - 2021
- [c8]Emna Brahim, Sonia Bouzidi, Walid Barhoumi:
Change detection in optical remote sensing images using shearlet transform and convolutional neural networks. AICCSA 2021: 1-7 - 2018
- [c7]Rania Zaatour, Sonia Bouzidi, Ezzeddine Zagrouba:
Parallel and Distributed Local Fisher Discriminant Analysis to Reduce Hyperspectral Images on Cloud Computing Architectures. ACIVS 2018: 245-257 - 2017
- [c6]Mariem Zaouali, Sonia Bouzidi, Ezzeddine Zagrouba:
Shearlet-Based Region Map Guidance for Improving Hyperspectral Image Classification. ACIVS 2017: 191-202 - [c5]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: 579-586 - 2016
- [c4]Mariem Zaouali, Sonia Bouzidi, Ezzeddine Zagrouba:
Land Cover Clustering based on Improved Dictionary Learning Method from Modis Data. VISIGRAPP (4: VISAPP) 2016: 697-704 - 2003
- [c3]Sonia Bouzidi, Salem Belhaj, Isabelle Herlin, Jean-Paul Berroir:
An approach for land cover change detection using low spatial resolution data. IGARSS 2003: 1585-1587 - 1998
- [c2]Sonia Bouzidi, Jean-Paul Berroir, Isabelle Herlin:
An operational approach to monitor vegetation using remote sensing. ICASSP 1998: 2697-2700 - [c1]Sonia Bouzidi, Jean-Paul Berroir, Isabelle Herlin:
A remote sensing data fusion approach to monitor agricultural areas. ICPR 1998: 1387-1389
Informal and Other Publications
- 2022
- [i1]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 abs/2207.06282 (2022)
Coauthor Index
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