Fadoua Drira

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 19

Top Topics

Literature Review

Resolution Enhancement

Convolutional Neural Networks

Top Venues

Int. J. Document Anal. Recognit.

Publications

Rim Walha, Fadoua Drira, Rania Bedhief
A Multi-Task Learning Framework for Image Restoration Using a Novel Generative Adversarial Network. ICAART (3) (2024)
Riadh Harizi, Rim Walha, Fadoua Drira
SIFT-ResNet Synergy for Accurate Scene Word Detection in Complex Scenarios. ICAART (3) (2024)
Asma Kharrat, Fadoua Drira, Franck Lebourgeois, Bertrand Kerautret
Synergistic insights: Exploring continuous learning and explainable AI in handwritten digit recognition. Neurocomputing 601 (2024)
Walid Brahmi, Imen Jdey, Fadoua Drira
Exploring the role of Convolutional Neural Networks (CNN) in dental radiography segmentation: A comprehensive Systematic Literature Review. Eng. Appl. Artif. Intell. 133 (2024)
Sonia Bbouzidi, Ghazala Hcini, Imen Jdey, Fadoua Drira
Convolutional Neural Networks and Vision Transformers for Fashion MNIST Classification: A Literature Review. CoRR (2024)
Walid Brahmi, Imen Jdey, Fadoua Drira
Exploring the Role of Convolutional Neural Networks (CNN) in Dental Radiography Segmentation: A Comprehensive Systematic Literature Review. CoRR (2024)
Asma Kharrat, Fadoua Drira, Franck Lebourgeois, Bertrand Kerautret
Advancements and Challenges in Continual Learning for Natural Language Processing: Insights and Future Prospects. ICAART (3) (2024)
Sawsan D. Mahmood, Fadoua Drira, Hussain Falih Mahdi, Yassine Aribi, Adel M. Alimi
Chaotic Model-Based Blind Watermarking with LSB Technique for Digital Fundus Image Authentication. CW (2023)
Nourchen Moumni, Faten Chaabane, Fadoua Drira
Privacy-Preserving Anomaly Detection in Smart Meter Data Via Federated Learning. CW (2023)
Asma Kharrat, Fadoua Drira, Franck Lebourgeois, Christophe Garcia
Exploring Continual Learning and Self-learning for Historical Digit Recognition. CW (2023)
Asma Kharrat, Fadoua Drira, Franck Lebourgeois, Christophe Garcia
Toward Digits Recognition Using Continual Learning. MMSP (2023)
Riadh Harizi, Rim Walha, Fadoua Drira
Deep-learning based end-to-end system for text reading in the wild. Multim. Tools Appl. 81 (17) (2022)
Rihab Khadimallah, Ilhem Kallel, Fadoua Drira
Association Rules Mining for Reducing Items from Emotion Regulation Questionnaires. IDEAL (2022)
Riadh Harizi, Rim Walha, Fadoua Drira, Mourad Zaied
Convolutional neural network with joint stepwise character/word modeling based system for scene text recognition. Multim. Tools Appl. 81 (3) (2022)
Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia, Adel M. Alimi
Handling noise in textual image resolution enhancement using online and offline learned dictionaries. Int. J. Document Anal. Recognit. 21 (1-2) (2018)
Fadoua Drira, Frank Lebourgeois
Mean-Shift segmentation and PDE-based nonlinear diffusion: toward a common variational framework for foreground/background document image segmentation. Int. J. Document Anal. Recognit. 20 (3) (2017)
Khouloud Guemri, Fadoua Drira, Rim Walha, Adel M. Alimi, Frank Lebourgeois
Edge based Blind Single Image Deblurring with Sparse Priors. VISIGRAPP (4: VISAPP) (2017)
Adleni Mallek, Fadoua Drira, Rim Walha, Adel M. Alimi, Frank Lebourgeois
Deep Learning with Sparse Prior - Application to Text Detection in the Wild. VISIGRAPP (5: VISAPP) (2017)
Rim Walha, Fadoua Drira, Frank Lebourgeois, Adel M. Alimi, Christophe Garcia
Resolution enhancement of textual images: a survey of single image-based methods. IET Image Process. 10 (4) (2016)
Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia, Adel M. Alimi
Resolution enhancement of textual images via multiple coupled dictionaries and adaptive sparse representation selection. Int. J. Document Anal. Recognit. 18 (1) (2015)
Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia, Adel M. Alimi
Joint denoising and magnification of noisy Low-Resolution textual images. ICDAR (2015)
Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia, Adel M. Alimi
Sparse Coding with a Coupled Dictionary Learning Approach for Textual Image Super-resolution. ICPR (2014)
Rim Walha, Fadoua Drira, Adel M. Alimi, Frank Lebourgeois, Christophe Garcia
A Sparse Coding Based Approach for the Resolution Enhancement and Restoration of Printed and Handwritten Textual Images. ICFHR (2014)
Khouloud Guemri, Fadoua Drira
Adaptative shock filter for image characters enhancement and denoising. SoCPaR (2014)
Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia, Adel M. Alimi
Single Textual Image Super-Resolution Using Multiple Learned Dictionaries Based Sparse Coding. ICIAP (2) (2013)
Frank Lebourgeois, Fadoua Drira, Djamel Gaceb, Jean Duong
Fast Integral MeanShift: Application to Color Segmentation of Document Images. ICDAR (2013)
Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia, Adel M. Alimi
Multiple Learned Dictionaries Based Clustered Sparse Coding for the Super-Resolution of Single Text Image. ICDAR (2013)
Abir Chaari, Fadoua Drira, Adel M. Alimi, Elöd Egyed-Zsigmond, Frank Lebourgeois
New Protocol Design for Wordspotting Assistance System: Case Study of the Collaborative Library Model - ARMARIUS. ICFHR (2012)
Fadoua Drira, Frank Lebourgeois, Hubert Emptoz
A new PDE-based approach for singularity-preserving regularization: application to degraded characters restoration. Int. J. Document Anal. Recognit. 15 (3) (2012)
Fadoua Drira, Frank Lebourgeois
Denoising Textual Images Using Local/Non-local Smoothing Filters: A Comparative Study. ICFHR (2012)
Rim Walha, Fadoua Drira, Frank Lebourgeois, Adel M. Alimi
Super-resolution of single text image by sparse representation. DAR@ICVGIP (2012)
Fadoua Drira, Frank Lebourgeois, Hubert Emptoz
Document Images Restoration by a New Tensor Based Diffusion Process: Application to the Recognition of Old Printed Documents. ICDAR (2009)
Fadoua Drira, Frank Lebourgeois, Hubert Emptoz
A Coupled Mean Shift-Anisotropic Diffusion Approach for Document Image Segmentation and Restoration. ICDAR (2007)
Fadoua Drira, Frank Lebourgeois, Hubert Emptoz
OCR Accuracy Improvement through a PDE-Based Approach. ICDAR (2007)
Véronique Eglin, Frank Lebourgeois, Stéphane Bres, Hubert Emptoz, Yann Leydier, Ikram Moalla, Fadoua Drira
Computer assistance for Digital Libraries: Contributions to Middle-ages and Authors' Manuscripts exploitation and enrichment. DIAL (2006)
Fadoua Drira
Towards Restoring Historic Documents Degraded Over Time. DIAL (2006)
Fadoua Drira, Frank Le Bourgeois, Hubert Emptoz
Restoring Ink Bleed-Through Degraded Document Images Using a Recursive Unsupervised Classification Technique. Document Analysis Systems (2006)