Restoring Ink Bleed-Through Degraded Document Images Using a Recursive Unsupervised Classification Technique. - Fadoua Drira; Frank Le Bourgeois; Hubert Emptoz (Document Analysis Systems, 2006)

Towards Restoring Historic Documents Degraded Over Time. - Fadoua Drira (DIAL, 2006)

Computer assistance for Digital Libraries: Contributions to Middle-ages and Authors' Manuscripts exploitation and enrichment. - Véronique Eglin; Frank Lebourgeois; Stéphane Bres; Hubert Emptoz; Yann Leydier; Ikram Moalla; Fadoua Drira (DIAL, 2006)

A Coupled Mean Shift-Anisotropic Diffusion Approach for Document Image Segmentation and Restoration. - Fadoua Drira; Frank Lebourgeois; Hubert Emptoz (ICDAR, 2007)

OCR Accuracy Improvement through a PDE-Based Approach. - Fadoua Drira; Frank Lebourgeois; Hubert Emptoz (ICDAR, 2007)

Document Images Restoration by a New Tensor Based Diffusion Process: Application to the Recognition of Old Printed Documents. - Fadoua Drira; Frank Lebourgeois; Hubert Emptoz (ICDAR, 2009)

New Protocol Design for Wordspotting Assistance System: Case Study of the Collaborative Library Model - ARMARIUS. - Abir Chaari; Fadoua Drira; Adel M. Alimi; Elöd Egyed-Zsigmond; Frank Lebourgeois (ICFHR, 2012)

Denoising Textual Images Using Local/Non-local Smoothing Filters: A Comparative Study. - Fadoua Drira; Frank Lebourgeois (ICFHR, 2012)

Super-resolution of single text image by sparse representation. - Rim Walha; Fadoua Drira; Frank Lebourgeois; Adel M. Alimi (DAR@ICVGIP, 2012)

A new PDE-based approach for singularity-preserving regularization: application to degraded characters restoration. - Fadoua Drira; Frank Lebourgeois; Hubert Emptoz (Int. J. Document Anal. Recognit., 2012)

Fast Integral MeanShift: Application to Color Segmentation of Document Images. - Frank Lebourgeois; Fadoua Drira; Djamel Gaceb; Jean Duong (ICDAR, 2013)

Multiple Learned Dictionaries Based Clustered Sparse Coding for the Super-Resolution of Single Text Image. - Rim Walha; Fadoua Drira; Frank Lebourgeois; Christophe Garcia; Adel M. Alimi (ICDAR, 2013)

Single Textual Image Super-Resolution Using Multiple Learned Dictionaries Based Sparse Coding. - Rim Walha; Fadoua Drira; Frank Lebourgeois; Christophe Garcia; Adel M. Alimi (ICIAP (2), 2013)

A Sparse Coding Based Approach for the Resolution Enhancement and Restoration of Printed and Handwritten Textual Images. - Rim Walha; Fadoua Drira; Adel M. Alimi; Frank Lebourgeois; Christophe Garcia (ICFHR, 2014)

Sparse Coding with a Coupled Dictionary Learning Approach for Textual Image Super-resolution. - Rim Walha; Fadoua Drira; Frank Lebourgeois; Christophe Garcia; Adel M. Alimi (ICPR, 2014)

Adaptative shock filter for image characters enhancement and denoising. - Khouloud Guemri; Fadoua Drira (SoCPaR, 2014)

Joint denoising and magnification of noisy Low-Resolution textual images. - Rim Walha; Fadoua Drira; Frank Lebourgeois; Christophe Garcia; Adel M. Alimi (ICDAR, 2015)

Resolution enhancement of textual images via multiple coupled dictionaries and adaptive sparse representation selection. - Rim Walha; Fadoua Drira; Frank Lebourgeois; Christophe Garcia; Adel M. Alimi (Int. J. Document Anal. Recognit., 2015)

Resolution enhancement of textual images: a survey of single image-based methods. - Rim Walha; Fadoua Drira; Frank Lebourgeois; Adel M. Alimi; Christophe Garcia (IET Image Process., 2016)

Edge based Blind Single Image Deblurring with Sparse Priors. - Khouloud Guemri; Fadoua Drira; Rim Walha; Adel M. Alimi; Frank Lebourgeois (VISIGRAPP (4: VISAPP), 2017)

Deep Learning with Sparse Prior - Application to Text Detection in the Wild. - Adleni Mallek; Fadoua Drira; Rim Walha; Adel M. Alimi; Frank Lebourgeois (VISIGRAPP (5: VISAPP), 2017)

Mean-Shift segmentation and PDE-based nonlinear diffusion: toward a common variational framework for foreground/background document image segmentation. - Fadoua Drira; Frank Lebourgeois (Int. J. Document Anal. Recognit., 2017)

Handling noise in textual image resolution enhancement using online and offline learned dictionaries. - Rim Walha; Fadoua Drira; Frank Lebourgeois; Christophe Garcia; Adel M. Alimi (Int. J. Document Anal. Recognit., 2018)

Association Rules Mining for Reducing Items from Emotion Regulation Questionnaires. - Rihab Khadimallah; Ilhem Kallel; Fadoua Drira (IDEAL, 2022)

Deep-learning based end-to-end system for text reading in the wild. - Riadh Harizi 001; Rim Walha; Fadoua Drira (Multim. Tools Appl., 2022)

Convolutional neural network with joint stepwise character/word modeling based system for scene text recognition. - Riadh Harizi 001; Rim Walha; Fadoua Drira; Mourad Zaied (Multim. Tools Appl., 2022)

Exploring Continual Learning and Self-learning for Historical Digit Recognition. - Asma Kharrat; Fadoua Drira; Franck Lebourgeois; Christophe Garcia (CW, 2023)

Chaotic Model-Based Blind Watermarking with LSB Technique for Digital Fundus Image Authentication. - Sawsan D. Mahmood; Fadoua Drira; Hussain Falih Mahdi; Yassine Aribi; Adel M. Alimi (CW, 2023)

Privacy-Preserving Anomaly Detection in Smart Meter Data Via Federated Learning. - Nourchen Moumni; Faten Chaabane; Fadoua Drira (CW, 2023)

Toward Digits Recognition Using Continual Learning. - Asma Kharrat; Fadoua Drira; Franck Lebourgeois; Christophe Garcia (MMSP, 2023)

SIFT-ResNet Synergy for Accurate Scene Word Detection in Complex Scenarios. - Riadh Harizi 001; Rim Walha; Fadoua Drira (ICAART (3), 2024)

Advancements and Challenges in Continual Learning for Natural Language Processing: Insights and Future Prospects. - Asma Kharrat; Fadoua Drira; Franck Lebourgeois; Bertrand Kerautret (ICAART (3), 2024)

A Multi-Task Learning Framework for Image Restoration Using a Novel Generative Adversarial Network. - Rim Walha; Fadoua Drira; Rania Bedhief (ICAART (3), 2024)

Convolutional Neural Networks and Vision Transformers for Fashion MNIST Classification: A Literature Review. - Sonia Bbouzidi; Ghazala Hcini; Imen Jdey; Fadoua Drira (CoRR, 2024)

Exploring the role of Convolutional Neural Networks (CNN) in dental radiography segmentation: A comprehensive Systematic Literature Review. - Walid Brahmi; Imen Jdey; Fadoua Drira (Eng. Appl. Artif. Intell., 2024)

Synergistic insights: Exploring continuous learning and explainable AI in handwritten digit recognition. - Asma Kharrat; Fadoua Drira; Franck Lebourgeois; Bertrand Kerautret (Neurocomputing, 2024)

LASCID: Latin and Arabic Scene Character Image Dataset. - Riadh Harizi 001; Rim Walha; Fadoua Drira (IEEE DataPort, 2024)

CharImageDB: Character Image Dataset. - Rim Walha; Fadoua Drira; Frank Lebourgeois (IEEE DataPort, 2024)

Interactive Solutions for Advancing Attention Deficit Hyperactivity Disorder Diagnosis and Management in Children. - Rim Walha; Fadoua Drira; Imen Guizani; Wissem Regaieg; Khaoula Khemakhem; Maryam Chaabane; Hela Ayedi; Yousr Moalla (ICT4AWE, 2025)

Secure Medical Image Sharing: Technologies, Watermarking Insights, and Open Issues. - Sawsan D. Mahmood; Fadoua Drira; Hussain Falih Mahdi; Adel M. Alimi (IEEE Access, 2025)

Towards complex scene text reading with selective region proposal and two-stage deep reinforcement learning. - Riadh Harizi 001; Rim Walha; Fadoua Drira (Appl. Soft Comput., 2025)

Secure and transparent energy management using blockchain and machine learning anomaly detection: A case study of the Ausgrid dataset. - Nourchen Moumni; Faten Chaabane; Fadoua Drira; Youssef Boutaleb (Comput. Ind. Eng., 2025)