Get started
Author

Fadoua Drira

Observed names: DRIRA, Fadoua, Drira Fadoua, Drira, Fadoua, F. Drira, Fadoua Drira Florence Denis, Fadoua, Drira
Institution: University of Sfax
ORCID: 0000-0001-6706-4218
Observed ORCID: 0000-0001-6706-4218
OpenAlex ID: A5008726569
Restoring Ink Bleed-Through Degraded Document Images Using a Recursive Unsupervised Classification Technique
2006 · Drira Fadoua, Frank Le Bourgeois, et al. · Lecture notes in computer science · 52
PDF
Exploring the role of Convolutional Neural Networks (CNN) in dental radiography segmentation: A comprehensive Systematic Literature Review
2024 · Walid Brahmi, Imen Jdey, et al. · Engineering Applications of Artificial Intelligence · 50
PDF
Towards Restoring Historic Documents Degraded Over Time
2006 · F. Drira · International Conference on Document Image Analysis for Libraries (DIAL) · 44
Transforming Agricultural Waste from Mediterranean Fruits into Renewable Materials and Products with a Circular and Digital Approach
2025 · Antonella Castagna, Aouatif Aboudia, et al. · Materials · 43
A new PDE-based approach for singularity-preserving regularization: application to degraded characters restoration
2011 · Fadoua Drira, Frank LeBourgeois, et al. · International Journal on Document Analysis and Recognition (IJDAR) · 28
Resolution enhancement of textual images via multiple coupled dictionaries and adaptive sparse representation selection
2015 · Rim Walha, Fadoua Drira, et al. · International Journal on Document Analysis and Recognition (IJDAR) · 27
Document Images Restoration by a New Tensor Based Diffusion Process: Application to the Recognition of Old Printed Documents
2009 · Fadoua Drira, Frank LeBourgeois, et al. · IAPR International Conference on Document Analysis and Recognition (ICDAR) · 25
Resolution enhancement of textual images: a survey of single image‐based methods
2016 · Rim Walha, Fadoua Drira, et al. · IET Image Processing · 24
Convolutional Neural Networks and Vision Transformers for Fashion MNIST Classification: A Literature Review
2024 · Bbouzidi, Sonia, Hcini, Ghazala, et al. · arXiv (Cornell University) · 22
PDF
Convolutional neural network with joint stepwise character/word modeling based system for scene text recognition
2021 · Riadh Harizi, Rim Walha, et al. · Multimedia Tools and Applications · 22
Multiple Learned Dictionaries Based Clustered Sparse Coding for the Super-Resolution of Single Text Image
2013 · Rim Walha, Fadoua Drira, et al. · IAPR International Conference on Document Analysis and Recognition (ICDAR) · 21
Super-resolution of single text image by sparse representation
2012 · Rim Walha, Fadoua Drira, et al. · Workshop on Document Analysis and Recognition (DAR) · 21
Adaptative shock filter for image characters enhancement and denoising
2014 · Khouloud Guemri, Fadoua Drira · International Conference of Soft Computing and Pattern Recognition (SoCPaR) · 16
Fast Integral MeanShift: Application to Color Segmentation of Document Images
2013 · Frank Lebourgeois, Fadoua Drira, et al. · IAPR International Conference on Document Analysis and Recognition (ICDAR) · 14
Sparse Coding with a Coupled Dictionary Learning Approach for Textual Image Super-resolution
2014 · Rim Walha, Fadoua Drira, et al. · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition · 13
Secure Medical Image Sharing: Technologies, Watermarking Insights, and Open Issues
2025 · Sawsan D. Mahmood, Fadoua Drira, et al. · IEEE Access · 12
Handling noise in textual image resolution enhancement using online and offline learned dictionaries
2018 · Rim Walha, Fadoua Drira, et al. · International Journal on Document Analysis and Recognition (IJDAR) · 12
Image watermarking technique based on the steerable pyramid transform
2004 · Fadoua Drira, Florence Denis, et al. · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 11
Privacy-Preserving Anomaly Detection in Smart Meter Data Via Federated Learning
2023 · Nourchen Moumni, Faten Châabane, et al. · International Conference on Cyberworlds (CW) · 9
Deep-learning based end-to-end system for text reading in the wild
2022 · Riadh Harizi, Rim Walha, et al. · Multimedia Tools and Applications · 9
Single Textual Image Super-Resolution Using Multiple Learned Dictionaries Based Sparse Coding
2013 · Rim Walha, Fadoua Drira, et al. · Lecture notes in computer science · 9
Towards complex scene text reading with selective region proposal and two-stage deep reinforcement learning
2025 · Riadh Harizi, Rim Walha, et al. · Applied Soft Computing · 8
Joint denoising and magnification of noisy Low-Resolution textual images
2015 · Rim Walha, Fadoua Drira, et al. · IAPR International Conference on Document Analysis and Recognition (ICDAR) · 8
A Sparse Coding Based Approach for the Resolution Enhancement and Restoration of Printed and Handwritten Textual Images
2014 · Rim Walha, Fadoua Drira, et al. · International Conference on Frontiers in Handwriting Recognition · 8
OCR Accuracy Improvement through a PDE-Based Approach
2007 · F. Drira, F. Drira, et al. · IAPR International Conference on Document Analysis and Recognition (ICDAR) · 8
Works count: 81
Citation count: 632
H-index: 14
I10-index: 18
Year
Topic
Type