Fadoua Drira

According to our database, Fadoua Drira authored at least 38 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

CharImageDB: Character Image Dataset.

Rim Walha, Fadoua Drira, Frank Lebourgeois

Dataset, January, 2024

LASCID: Latin and Arabic Scene Character Image Dataset.

Riadh Harizi, Rim Walha, Fadoua Drira

Dataset, January, 2024

Synergistic insights: Exploring continuous learning and explainable AI in handwritten digit recognition.

Asma Kharrat, Fadoua Drira, Franck Lebourgeois, Bertrand Kerautret

Neurocomputing, 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

Convolutional Neural Networks and Vision Transformers for Fashion MNIST Classification: A Literature Review.

Sonia Bbouzidi, Ghazala Hcini, Imen Jdey, Fadoua Drira

CoRR, 2024

A Multi-Task Learning Framework for Image Restoration Using a Novel Generative Adversarial Network.

Rim Walha, Fadoua Drira, Rania Bedhief

Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

Advancements and Challenges in Continual Learning for Natural Language Processing: Insights and Future Prospects.

Asma Kharrat, Fadoua Drira, Franck Lebourgeois, Bertrand Kerautret

Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

SIFT-ResNet Synergy for Accurate Scene Word Detection in Complex Scenarios.

Riadh Harizi, Rim Walha, Fadoua Drira

Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

2023

Toward Digits Recognition Using Continual Learning.

Asma Kharrat, Fadoua Drira, Franck Lebourgeois, Christophe Garcia

Proceedings of the 25th IEEE International Workshop on Multimedia Signal Processing, 2023

Privacy-Preserving Anomaly Detection in Smart Meter Data Via Federated Learning.

Nourchen Moumni, Faten Chaabane, Fadoua Drira

Proceedings of the International Conference on Cyberworlds, 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

Proceedings of the International Conference on Cyberworlds, 2023

Exploring Continual Learning and Self-learning for Historical Digit Recognition.

Asma Kharrat, Fadoua Drira, Franck Lebourgeois, Christophe Garcia

Proceedings of the International Conference on Cyberworlds, 2023

2022

Convolutional neural network with joint stepwise character/word modeling based system for scene text recognition.

Riadh Harizi, Rim Walha, Fadoua Drira, Mourad Zaied

Multim. Tools Appl., 2022

Deep-learning based end-to-end system for text reading in the wild.

Riadh Harizi, Rim Walha, Fadoua Drira

Multim. Tools Appl., 2022

Association Rules Mining for Reducing Items from Emotion Regulation Questionnaires.

Rihab Khadimallah, Ilhem Kallel, Fadoua Drira

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2022, 2022

2018

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

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

Deep Learning with Sparse Prior - Application to Text Detection in the Wild.

Adleni Mallek, Fadoua Drira, Rim Walha, Adel M. Alimi, Frank Lebourgeois

Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 5: VISAPP, Porto, Portugal, February 27, 2017

Edge based Blind Single Image Deblurring with Sparse Priors.

Khouloud Guemri, Fadoua Drira, Rim Walha, Adel M. Alimi, Frank Lebourgeois

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

2016

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

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

Joint denoising and magnification of noisy Low-Resolution textual images.

Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia, Adel M. Alimi

Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

2014

Adaptative shock filter for image characters enhancement and denoising.

Khouloud Guemri, Fadoua Drira

Proceedings of the 6th International Conference of Soft Computing and Pattern Recognition, 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

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

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

Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

2013

Single Textual Image Super-Resolution Using Multiple Learned Dictionaries Based Sparse Coding.

Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia, Adel M. Alimi

Proceedings of the Image Analysis and Processing - ICIAP 2013, 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

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Fast Integral MeanShift: Application to Color Segmentation of Document Images.

Frank Lebourgeois, Fadoua Drira, Djamel Gaceb, Jean Duong

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

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

Super-resolution of single text image by sparse representation.

Rim Walha, Fadoua Drira, Frank Lebourgeois, Adel M. Alimi

Proceedings of the Proceeding of the workshop on Document Analysis and Recognition, 2012

Denoising Textual Images Using Local/Non-local Smoothing Filters: A Comparative Study.

Fadoua Drira, Frank Lebourgeois

Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

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

Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

2009

Document Images Restoration by a New Tensor Based Diffusion Process: Application to the Recognition of Old Printed Documents.

Fadoua Drira, Frank Lebourgeois, Hubert Emptoz

Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

2007

OCR Accuracy Improvement through a PDE-Based Approach.

Fadoua Drira, Frank Lebourgeois, Hubert Emptoz

Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

A Coupled Mean Shift-Anisotropic Diffusion Approach for Document Image Segmentation and Restoration.

Fadoua Drira, Frank Lebourgeois, Hubert Emptoz

Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

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

Proceedings of the Second International Workshop on Document Image Analysis for Libraries (DIAL 2006), 2006

Towards Restoring Historic Documents Degraded Over Time.

Fadoua Drira

Proceedings of the Second International Workshop on Document Image Analysis for Libraries (DIAL 2006), 2006

Restoring Ink Bleed-Through Degraded Document Images Using a Recursive Unsupervised Classification Technique.

Fadoua Drira, Frank Le Bourgeois, Hubert Emptoz

Proceedings of the Document Analysis Systems VII, 7th International Workshop, 2006