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

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)

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)

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)

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)

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

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)

Scene text image super-resolution using multi-scale convolutional neural network with skip connections. - Rim Walha; Amal Aouini (Appl. Intell., 2024)

A Real-Time Deep Learning-Based Facial Mask Detection System for Preventing the Transmission of Respiratory Viruses. - Hamda Ben Elbahri; Rim Walha (Int. J. Comput. Intell. Appl., 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)

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)