A fast and efficient method for extracting text paragraphs and graphics from unconstrained documents. - Frank Le Bourgeois; Zbigniew Bublinski; Hubert Emptoz (ICPR (2), 1992)

An OCR System for Printed Documents. - Frank Lebourgeois; Jean-Luc Henry; Hubert Emptoz (MVA, 1992)

A contextual processing for an OCR system, based on pattern learning. - Frank Lebourgeois; Jean-Luc Henry (ICDAR, 1993)

Pretopological approach for supervised learning. - Frank Lebourgeois; Hubert Emptoz (ICPR, 1996)

Cooperation between Patterns Recognition and Contextual Analysis: Application to the Reading of Printed Documents. - Jean-Luc Henry; Frank Lebourgeois (MVA, 1996)

An evolutive OCR system based on continuous learning. - Frank Lebourgeois; Jean-Luc Henry (WACV, 1996)

Composite Document Analysis by Means of Typographic Characteristics. - Laurence Duffy; Frank Lebourgeois; Hubert Emptoz (BSDIA, 1997)

Robust Multifont OCR System from Gray Level Images. - Frank Lebourgeois (ICDAR, 1997)

Logical Structure Analysis by Typographic Characteristics Extraction. - Laurence Duffy; Frank Lebourgeois; Hubert Emptoz (ICIAP (2), 1997)

A pretopology-based supervised pattern classifier. - Carl Frélicot; Frank Lebourgeois (ICPR, 1998)

Towards a description for video indexation. - Frank Lebourgeois; Jean-Michel Jolion; Patrick Ch Awart (ICPR, 1998)

Structure Relation between Classes for Supervised Learning using Pretopology. - Frank Lebourgeois; M. Bouayad; Hubert Emptoz (ICDAR, 1999)

Document Analysis in Gray Level and Typography Extraction using Character Pattern Redundancies. - Frank Lebourgeois; Hubert Emptoz (ICDAR, 1999)

Assisted Video Sequences Indexing: Motion Analysis based on Interest Points. - Emmanuel Etiévent; Frank Lebourgeois; Jean-Michel Jolion (ICIAP, 1999)

Content Based Image Retrieval Using Gradient Color Fields. - Frank Le Bourgeois (ICPR, 2000)

Document Understanding Using Probabilistic Relaxation: Application on Tables of Contents of Periodicals. - Frank Lebourgeois; Hubert Emptoz; Souad Souafi-Bensafi (ICDAR, 2001)

Networking Digital Document Images. - Frank Le Bourgeois; Hubert Emptoz; Eric Trinh; Jean Duong (ICDAR, 2001)

Logical Labeling Using Bayesien Networks. - Souad Souafi-Bensafi; Marc Parizeau; Frank Lebourgeois; Hubert Emptoz (ICDAR, 2001)

Bayesian Networks Classifiers Applied to Documents. - Souad Souafi-Bensafi; Marc Parizeau; Frank Lebourgeois; Hubert Emptoz (ICPR (1), 2002)

Compression et accessibilité aux images de documents numérisés Application au projet DEBORA. - Frank Le Bourgeois; Hubert Emptoz; Eric Trinh (Document Numérique, 2003)

Automatic Metadata Retrieval from Ancient Manuscripts. - Frank Le Bourgeois; Hala Kaileh (Document Analysis Systems, 2004)

Serialized k-Means for Adaptative Color Image Segmentation: Application to Document Images and Others. - Yann Leydier; Frank Le Bourgeois; Hubert Emptoz (Document Analysis Systems, 2004)

Document Images Analysis Solutions for Digital libraries. - Frank Le Bourgeois; Eric Trinh; Bénédicte Allier; Véronique Eglin; Hubert Emptoz (DIAL, 2004)

Serialized Unsupervised Classifier for Adaptative Color Image Segmentation: Application to Digitized Ancient Manuscripts. - Yann Leydier; Frank Le Bourgeois; Hubert Emptoz (ICPR (1), 2004)

Textual indexation of ancient documents. - Yann Leydier; Frank Le Bourgeois; Hubert Emptoz (ACM Symposium on Document Engineering, 2005)

Frequencies Decomposition and Partial Similarities Retrieval for Ancient Handwriting Documents Compression. - Abir El Abed; Véronique Eglin; Frank Lebourgeois; Hubert Emptoz (ICDAR, 2005)

Omnilingual Segmentation-freeWord Spotting for Ancient Manuscripts Indexation. - Yann Leydier; Frank Le Bourgeois; Hubert Emptoz (ICDAR, 2005)

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

Contribution to the Discrimination of the Medieval Manuscript Texts: Application in the Palaeography. - Ikram Moalla; Frank Lebourgeois; Hubert Emptoz; Adel M. Alimi (Document Analysis Systems, 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)

Image Analysis for Palaeography Inspection. - Ikram Moalla; Adel M. Alimi; Frank Lebourgeois; Hubert Emptoz (DIAL, 2006)

DIAL 2004 Working Group Report on Acquisition Quality Control. - Elisa H. Barney Smith; Henry S. Baird; William A. Barrett; Frank Le Bourgeois; Xiaofan Lin; George Nagy; Steven J. Simske (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)

Skeletonization by Gradient Regularization and Diffusion. - Frank Lebourgeois; Hubert Emptoz (ICDAR, 2007)

A New Pyramidal Approach for the Address Block Location Based on Hierarchical Graph Coloring. - Djamel Gaceb; Véronique Eglin; Frank Lebourgeois; Hubert Emptoz (ICIAR, 2007)

Skeletonization by Gradient Diffusion and Regularization. - Frank Le Bourgeois; Hubert Emptoz (ICIP (3), 2007)

DEBORA: Digital AccEss to BOoks of the RenAissance. - Frank Le Bourgeois; Hubert Emptoz (Int. J. Document Anal. Recognit., 2007)

Text search for medieval manuscript images. - Yann Leydier; Frank Lebourgeois; Hubert Emptoz (Pattern Recognit., 2007)

Physical Layout Segmentation of Mail Application Dedicated to Automatic Postal Sorting System. - Djamel Gaceb; Véronique Eglin; Frank Lebourgeois; Hubert Emptoz (Document Analysis Systems, 2008)

Address block localization based on graph theory. - Djamel Gaceb; Véronique Eglin; Frank Lebourgeois; Hubert Emptoz (DRR, 2008)

Application of graph coloring in physical layout segmentation. - Djamel Gaceb; Véronique Eglin; Frank Lebourgeois; Hubert Emptoz (ICPR, 2008)

Improvement of postal mail sorting system. - Djamel Gaceb; Véronique Eglin; Frank Lebourgeois; Hubert Emptoz (Int. J. Document Anal. Recognit., 2008)

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)

Graph b-Coloring for Automatic Recognition of Documents. - Djamel Gaceb; Véronique Eglin; Frank Lebourgeois; Hubert Emptoz (ICDAR, 2009)

Robust approach of address block localization in business mail by graph coloring. - Djamel Gaceb; Véronique Eglin; Frank Lebourgeois; Hubert Emptoz (Int. Arab J. Inf. Technol., 2009)

Towards an omnilingual word retrieval system for ancient manuscripts. - Yann Leydier; Asma Ouji; Frank Lebourgeois; Hubert Emptoz (Pattern Recognit., 2009)

Chromatic / Achromatic Separation in Noisy Document Images. - Asma Ouji; Yann Leydier; Frank Lebourgeois (ICDAR, 2011)

Advertisement detection in digitized press images. - Asma Ouji; Yann Leydier; Frank Lebourgeois (ICME, 2011)

Comprehensive color segmentation system for noisy digitized documents to enhance text extraction. - Asma Ouji; Yann Leydier; Frank Lebourgeois (DRR, 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 (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)

Adaptative Smart-Binarization Method: For Images of Business Documents. - Djamel Gaceb; Frank Lebourgeois; Jean Duong (ICDAR, 2013)

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

Generalized Eigen Cooccurrence: Application to Palaeography. - Ikram Moalla; Frank Lebourgeois; Adel M. Alimi (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 new mixed binarization method used in a real time application of automatic business document and postal mail sorting. - Djamel Gaceb; Véronique Eglin; Frank Lebourgeois (Int. Arab J. Inf. Technol., 2013)

A hierarchical and scalable model for contemporary document image segmentation. - Asma Ouji; Yann Leydier; Frank Lebourgeois (Pattern Anal. Appl., 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)

A comparative study of local descriptors for Arabic character recognition on mobile devices. - Maroua Tounsi; Ikram Moalla; Adel M. Alimi; Franck Lebourgeois (ICMV, 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)

Classification of business documents for real-time application. - Djamel Gaceb; Véronique Eglin; Frank Lebourgeois (J. Real Time Image Process., 2014)

Gaussian process style transfer mapping for historical Chinese character recognition. - Jixiong Feng; Liangrui Peng; Frank Lebourgeois (DRR, 2015)

AColDSS: Robust Unsupervised Automatic Color Segmentation System for Noisy Heterogeneous Document Images. - Louisa Kessi; Frank Lebourgeois; Christophe Garcia (EPS, 2015)

Layout Analysis Algorithm Based on Probabilistic Graphical Model for Dunhuang Historical Documents. - Boqiang Fan; Liangrui Peng; Frank Lebourgeois (HIP@ICDAR, 2015)

Arabic characters recognition in natural scenes using sparse coding for feature representations. - Maroua Tounsi; Ikram Moalla; Adel M. Alimi; Frank Lebourgeois (ICDAR, 2015)

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

An Efficient Image Registration Method based on Modified NonLocal-Means - Application to Color Business Document Images. - Louisa Kessi; Frank Lebourgeois; Christophe Garcia (VISAPP (1), 2015)

AColDPS - Robust and Unsupervised Automatic Color Document Processing System. - Louisa Kessi; Frank Lebourgeois; Christophe Garcia; Jean Duong (VISAPP (1), 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)

SmartATID: A Mobile Captured Arabic Text Images Dataset for Multi-purpose Recognition Tasks. - Fatma Chabchoub; Yousri Kessentini; Slim Kanoun; Véronique Eglin; Frank Lebourgeois (ICFHR, 2016)

An Efficient New PDE-based Characters Reconstruction after Graphics Removal. - Louisa Kessi; Frank Lebourgeois; Christophe Garcia (ICFHR, 2016)

libcrn, an Open-Source Document Image Processing Library. - Yann Leydier; Jean Duong; Stéphane Bres; Véronique Eglin; Frank Lebourgeois; Martial Tola (ICFHR, 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)

CNN Based Transfer Learning for Scene Script Identification. - Maroua Tounsi; Ikram Moalla; Frank Lebourgeois; Adel M. Alimi (ICONIP (6), 2017)

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)

Multilingual Scene Character Recognition System using Sparse Auto-Encoder for Efficient Local Features Representation in Bag of Features. - Maroua Tounsi; Ikram Moalla; Frank Lebourgeois; Adel M. Alimi (CoRR, 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)

Unsupervised Recognition of the Logical Structure of Business Documents Based on Spatial Relationships. - Louisa Kessi; Frank Lebourgeois; Christophe Garcia (CAIP (2), 2021)

ARASTI database. - Maroua Tounsi; Ikram Moalla; Frank Lebourgeois; Adel M. Alimi (IEEE DataPort, 2021)

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

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

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)

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

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