Frank Lebourgeois

According to our database, Frank Lebourgeois authored at least 90 papers between 1992 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

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

Asma Kharrat, Fadoua Drira, Franck Lebourgeois, Bertrand Kerautret

Neurocomputing, 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

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

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

2021

ARASTI database.

Maroua Tounsi, Ikram Moalla, Frank Lebourgeois, Adel M. Alimi

Dataset, September, 2021

Unsupervised Recognition of the Logical Structure of Business Documents Based on Spatial Relationships.

Louisa Kessi, Frank Lebourgeois, Christophe Garcia

Proceedings of the Computer Analysis of Images and Patterns, 2021

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

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

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

CNN Based Transfer Learning for Scene Script Identification.

Maroua Tounsi, Ikram Moalla, Frank Lebourgeois, Adel M. Alimi

Proceedings of the Neural Information Processing - 24th International Conference, 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

libcrn, an Open-Source Document Image Processing Library.

Yann Leydier, Jean Duong, Stéphane Bres, Véronique Eglin, Frank Lebourgeois, Martial Tola

Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

An Efficient New PDE-based Characters Reconstruction after Graphics Removal.

Louisa Kessi, Frank Lebourgeois, Christophe Garcia

Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

SmartATID: A Mobile Captured Arabic Text Images Dataset for Multi-purpose Recognition Tasks.

Fatma Chabchoub, Yousri Kessentini, Slim Kanoun, Véronique Eglin, Frank Lebourgeois

Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 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

AColDPS - Robust and Unsupervised Automatic Color Document Processing System.

Louisa Kessi, Frank Lebourgeois, Christophe Garcia, Jean Duong

Proceedings of the VISAPP 2015, 2015

An Efficient Image Registration Method based on Modified NonLocal-Means - Application to Color Business Document Images.

Louisa Kessi, Frank Lebourgeois, Christophe Garcia

Proceedings of the VISAPP 2015, 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

Arabic characters recognition in natural scenes using sparse coding for feature representations.

Maroua Tounsi, Ikram Moalla, Adel M. Alimi, Frank Lebourgeois

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

Layout Analysis Algorithm Based on Probabilistic Graphical Model for Dunhuang Historical Documents.

Boqiang Fan, Liangrui Peng, Frank Lebourgeois

Proceedings of the 3rd International Workshop on Historical Document Imaging and Processing, 2015

AColDSS: Robust Unsupervised Automatic Color Segmentation System for Noisy Heterogeneous Document Images.

Louisa Kessi, Frank Lebourgeois, Christophe Garcia

Proceedings of the European Project Space on Computer Vision, 2015

Gaussian process style transfer mapping for historical Chinese character recognition.

Jixiong Feng, Liangrui Peng, Frank Lebourgeois

Proceedings of the Document Recognition and Retrieval XXII, 2015

2014

Classification of business documents for real-time application.

Djamel Gaceb, Véronique Eglin, Frank Lebourgeois

J. Real Time Image Process., 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 comparative study of local descriptors for Arabic character recognition on mobile devices.

Maroua Tounsi, Ikram Moalla, Adel M. Alimi, Franck Lebourgeois

Proceedings of the Seventh International Conference on Machine Vision, 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

A hierarchical and scalable model for contemporary document image segmentation.

Asma Ouji, Yann Leydier, Frank Lebourgeois

Pattern Anal. Appl., 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

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

Generalized Eigen Cooccurrence: Application to Palaeography.

Ikram Moalla, Frank Lebourgeois, 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

Adaptative Smart-Binarization Method: For Images of Business Documents.

Djamel Gaceb, Frank Lebourgeois, 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

Comprehensive color segmentation system for noisy digitized documents to enhance text extraction.

Asma Ouji, Yann Leydier, Frank Lebourgeois

Proceedings of the Document Recognition and Retrieval XIX, 2012

2011

Advertisement detection in digitized press images.

Asma Ouji, Yann Leydier, Frank Lebourgeois

Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Chromatic / Achromatic Separation in Noisy Document Images.

Asma Ouji, Yann Leydier, Frank Lebourgeois

Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

2009

Towards an omnilingual word retrieval system for ancient manuscripts.

Yann Leydier, Asma Ouji, Frank Lebourgeois, Hubert Emptoz

Pattern Recognit., 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

Graph b-Coloring for Automatic Recognition of Documents.

Djamel Gaceb, Véronique Eglin, Frank Lebourgeois, Hubert Emptoz

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

2008

Improvement of postal mail sorting system.

Djamel Gaceb, Véronique Eglin, Frank Lebourgeois, Hubert Emptoz

Int. J. Document Anal. Recognit., 2008

Application of graph coloring in physical layout segmentation.

Djamel Gaceb, Véronique Eglin, Frank Lebourgeois, Hubert Emptoz

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Address block localization based on graph theory.

Djamel Gaceb, Véronique Eglin, Frank Lebourgeois, Hubert Emptoz

Proceedings of the Document Recognition and Retrieval XV, 2008

Physical Layout Segmentation of Mail Application Dedicated to Automatic Postal Sorting System.

Djamel Gaceb, Véronique Eglin, Frank Lebourgeois, Hubert Emptoz

Proceedings of the Eighth IAPR International Workshop on Document Analysis Systems, 2008

2007

Text search for medieval manuscript images.

Yann Leydier, Frank Lebourgeois, Hubert Emptoz

Pattern Recognit., 2007

DEBORA: Digital AccEss to BOoks of the RenAissance.

Frank Le Bourgeois, Hubert Emptoz

Int. J. Document Anal. Recognit., 2007

Skeletonization by Gradient Diffusion and Regularization.

Frank Le Bourgeois, Hubert Emptoz

Proceedings of the International Conference on Image Processing, 2007

A New Pyramidal Approach for the Address Block Location Based on Hierarchical Graph Coloring.

Djamel Gaceb, Véronique Eglin, Frank Lebourgeois, Hubert Emptoz

Proceedings of the Image Analysis and Recognition, 4th International Conference, 2007

Skeletonization by Gradient Regularization and Diffusion.

Frank Lebourgeois, Hubert Emptoz

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

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

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

Image Analysis for Palaeography Inspection.

Ikram Moalla, Adel M. Alimi, Frank Lebourgeois, Hubert Emptoz

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

Contribution to the Discrimination of the Medieval Manuscript Texts: Application in the Palaeography.

Ikram Moalla, Frank Lebourgeois, Hubert Emptoz, Adel M. Alimi

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

2005

Omnilingual Segmentation-freeWord Spotting for Ancient Manuscripts Indexation.

Yann Leydier, Frank Le Bourgeois, Hubert Emptoz

Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

Frequencies Decomposition and Partial Similarities Retrieval for Ancient Handwriting Documents Compression.

Abir El Abed, Véronique Eglin, Frank Lebourgeois, Hubert Emptoz

Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

Textual indexation of ancient documents.

Yann Leydier, Frank Le Bourgeois, Hubert Emptoz

Proceedings of the 2005 ACM Symposium on Document Engineering, 2005

2004

Serialized Unsupervised Classifier for Adaptative Color Image Segmentation: Application to Digitized Ancient Manuscripts.

Yann Leydier, Frank Le Bourgeois, Hubert Emptoz

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Document Images Analysis Solutions for Digital libraries.

Frank Le Bourgeois, Eric Trinh, Bénédicte Allier, Véronique Eglin, Hubert Emptoz

Proceedings of the 1st International Workshop on Document Image Analysis for Libraries (DIAL 2004), 2004

Serialized k-Means for Adaptative Color Image Segmentation: Application to Document Images and Others.

Yann Leydier, Frank Le Bourgeois, Hubert Emptoz

Proceedings of the Document Analysis Systems VI, 6th International Workshop, 2004

Automatic Metadata Retrieval from Ancient Manuscripts.

Frank Le Bourgeois, Hala Kaileh

Proceedings of the Document Analysis Systems VI, 6th International Workshop, 2004

2003

Compression et accessibilité aux images de documents numérisés Application au projet DEBORA.

Frank Le Bourgeois, Hubert Emptoz, Eric Trinh

Document Numérique, 2003

2002

Bayesian Networks Classifiers Applied to Documents.

Souad Souafi-Bensafi, Marc Parizeau, Frank Lebourgeois, Hubert Emptoz

Proceedings of the 16th International Conference on Pattern Recognition, 2002

2001

Logical Labeling Using Bayesien Networks.

Souad Souafi-Bensafi, Marc Parizeau, Frank Lebourgeois, Hubert Emptoz

Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

Networking Digital Document Images.

Frank Le Bourgeois, Hubert Emptoz, Eric Trinh, Jean Duong

Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

Document Understanding Using Probabilistic Relaxation: Application on Tables of Contents of Periodicals.

Frank Lebourgeois, Hubert Emptoz, Souad Souafi-Bensafi

Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

2000

Content Based Image Retrieval Using Gradient Color Fields.

Frank Le Bourgeois

Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999

Assisted Video Sequences Indexing: Motion Analysis based on Interest Points.

Emmanuel Etiévent, Frank Lebourgeois, Jean-Michel Jolion

Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999

Document Analysis in Gray Level and Typography Extraction using Character Pattern Redundancies.

Frank Lebourgeois, Hubert Emptoz

Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999

Structure Relation between Classes for Supervised Learning using Pretopology.

Frank Lebourgeois, M. Bouayad, Hubert Emptoz

Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999

1998

Towards a description for video indexation.

Frank Lebourgeois, Jean-Michel Jolion, Patrick Ch Awart

Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

A pretopology-based supervised pattern classifier.

Carl Frélicot, Frank Lebourgeois

Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

1997

Logical Structure Analysis by Typographic Characteristics Extraction.

Laurence Duffy, Frank Lebourgeois, Hubert Emptoz

Proceedings of the Image Analysis and Processing, 9th International Conference, 1997

Robust Multifont OCR System from Gray Level Images.

Frank Lebourgeois

Proceedings of the 4th International Conference Document Analysis and Recognition (ICDAR '97), 1997

Composite Document Analysis by Means of Typographic Characteristics.

Laurence Duffy, Frank Lebourgeois, Hubert Emptoz

Proceedings of the Advances in Document Image Analysis, First Brazilian Symposium, 1997

1996

An evolutive OCR system based on continuous learning.

Frank Lebourgeois, Jean-Luc Henry

Proceedings of ThirdIEEE Workshop on Applications of Computer Vision, 1996

Cooperation between Patterns Recognition and Contextual Analysis: Application to the Reading of Printed Documents.

Jean-Luc Henry, Frank Lebourgeois

Proceedings of IAPR Workshop on Machine Vision Applications, 1996

Pretopological approach for supervised learning.

Frank Lebourgeois, Hubert Emptoz

Proceedings of the 13th International Conference on Pattern Recognition, 1996

1993

A contextual processing for an OCR system, based on pattern learning.

Frank Lebourgeois, Jean-Luc Henry

Proceedings of the 2nd International Conference Document Analysis and Recognition, 1993

1992

An OCR System for Printed Documents.

Frank Lebourgeois, Jean-Luc Henry, Hubert Emptoz

Proceedings of IAPR Workshop on Machine Vision Applications, 1992

A fast and efficient method for extracting text paragraphs and graphics from unconstrained documents.

Frank Le Bourgeois, Zbigniew Bublinski, Hubert Emptoz

Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992