Frank Lebourgeois

Affiliations:
  • INSA de Lyon, LIRIS, France


According to our database1, Frank Lebourgeois authored at least 90 papers between 1992 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2024
CharImageDB: Character Image Dataset.
Dataset, January, 2024

Synergistic insights: Exploring continuous learning and explainable AI in handwritten digit recognition.
Neurocomputing, 2024

Advancements and Challenges in Continual Learning for Natural Language Processing: Insights and Future Prospects.
Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

2023
Toward Digits Recognition Using Continual Learning.
Proceedings of the 25th IEEE International Workshop on Multimedia Signal Processing, 2023

Exploring Continual Learning and Self-learning for Historical Digit Recognition.
Proceedings of the International Conference on Cyberworlds, 2023

2021
ARASTI database.
Dataset, September, 2021

Unsupervised Recognition of the Logical Structure of Business Documents Based on Spatial Relationships.
Proceedings of the Computer Analysis of Images and Patterns, 2021

2018
Handling noise in textual image resolution enhancement using online and offline learned dictionaries.
Int. J. Document Anal. Recognit., 2018

Multilingual Scene Character Recognition System using Sparse Auto-Encoder for Efficient Local Features Representation in Bag of Features.
CoRR, 2018

2017
Mean-Shift segmentation and PDE-based nonlinear diffusion: toward a common variational framework for foreground/background document image segmentation.
Int. J. Document Anal. Recognit., 2017

Deep Learning with Sparse Prior - Application to Text Detection in the Wild.
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.
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.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

2016
Resolution enhancement of textual images: a survey of single image-based methods.
IET Image Process., 2016

libcrn, an Open-Source Document Image Processing Library.
Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

An Efficient New PDE-based Characters Reconstruction after Graphics Removal.
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.
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.
Int. J. Document Anal. Recognit., 2015

AColDPS - Robust and Unsupervised Automatic Color Document Processing System.
Proceedings of the VISAPP 2015, 2015

An Efficient Image Registration Method based on Modified NonLocal-Means - Application to Color Business Document Images.
Proceedings of the VISAPP 2015, 2015

Joint denoising and magnification of noisy Low-Resolution textual images.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Arabic characters recognition in natural scenes using sparse coding for feature representations.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Layout Analysis Algorithm Based on Probabilistic Graphical Model for Dunhuang Historical Documents.
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.
Proceedings of the European Project Space on Computer Vision, 2015

Gaussian process style transfer mapping for historical Chinese character recognition.
Proceedings of the Document Recognition and Retrieval XXII, 2015

2014
Classification of business documents for real-time application.
J. Real Time Image Process., 2014

Sparse Coding with a Coupled Dictionary Learning Approach for Textual Image Super-resolution.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

A comparative study of local descriptors for Arabic character recognition on mobile devices.
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.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

2013
A hierarchical and scalable model for contemporary document image segmentation.
Pattern Anal. Appl., 2013

A new mixed binarization method used in a real time application of automatic business document and postal mail sorting.
Int. Arab J. Inf. Technol., 2013

Single Textual Image Super-Resolution Using Multiple Learned Dictionaries Based Sparse Coding.
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.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Generalized Eigen Cooccurrence: Application to Palaeography.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Fast Integral MeanShift: Application to Color Segmentation of Document Images.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Adaptative Smart-Binarization Method: For Images of Business Documents.
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.
Int. J. Document Anal. Recognit., 2012

Super-resolution of single text image by sparse representation.
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.
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.
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

Comprehensive color segmentation system for noisy digitized documents to enhance text extraction.
Proceedings of the Document Recognition and Retrieval XIX, 2012

2011
Advertisement detection in digitized press images.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Chromatic / Achromatic Separation in Noisy Document Images.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

2009
Towards an omnilingual word retrieval system for ancient manuscripts.
Pattern Recognit., 2009

Robust approach of address block localization in business mail by graph coloring.
Int. Arab J. Inf. Technol., 2009

Graph b-Coloring for Automatic Recognition of Documents.
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.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

2008
Improvement of postal mail sorting system.
Int. J. Document Anal. Recognit., 2008

Application of graph coloring in physical layout segmentation.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Address block localization based on graph theory.
Proceedings of the Document Recognition and Retrieval XV, 2008

Physical Layout Segmentation of Mail Application Dedicated to Automatic Postal Sorting System.
Proceedings of the Eighth IAPR International Workshop on Document Analysis Systems, 2008

2007
Text search for medieval manuscript images.
Pattern Recognit., 2007

DEBORA: Digital AccEss to BOoks of the RenAissance.
Int. J. Document Anal. Recognit., 2007

Skeletonization by Gradient Diffusion and Regularization.
Proceedings of the International Conference on Image Processing, 2007

A New Pyramidal Approach for the Address Block Location Based on Hierarchical Graph Coloring.
Proceedings of the Image Analysis and Recognition, 4th International Conference, 2007

Skeletonization by Gradient Regularization and Diffusion.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

OCR Accuracy Improvement through a PDE-Based Approach.
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.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

2006
DIAL 2004 Working Group Report on Acquisition Quality Control.
Proceedings of the Second International Workshop on Document Image Analysis for Libraries (DIAL 2006), 2006

Image Analysis for Palaeography Inspection.
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.
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.
Proceedings of the Document Analysis Systems VII, 7th International Workshop, 2006

Restoring Ink Bleed-Through Degraded Document Images Using a Recursive Unsupervised Classification Technique.
Proceedings of the Document Analysis Systems VII, 7th International Workshop, 2006

2005
Omnilingual Segmentation-freeWord Spotting for Ancient Manuscripts Indexation.
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.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

Textual indexation of ancient documents.
Proceedings of the 2005 ACM Symposium on Document Engineering, 2005

2004
Serialized Unsupervised Classifier for Adaptative Color Image Segmentation: Application to Digitized Ancient Manuscripts.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Document Images Analysis Solutions for Digital libraries.
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.
Proceedings of the Document Analysis Systems VI, 6th International Workshop, 2004

Automatic Metadata Retrieval from Ancient Manuscripts.
Proceedings of the Document Analysis Systems VI, 6th International Workshop, 2004

2003
Compression et accessibilité aux images de documents numérisés Application au projet DEBORA.
Document Numérique, 2003

2002
Bayesian Networks Classifiers Applied to Documents.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

2001
Logical Labeling Using Bayesien Networks.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

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

2000
Content Based Image Retrieval Using Gradient Color Fields.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999
Assisted Video Sequences Indexing: Motion Analysis based on Interest Points.
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.
Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999

Structure Relation between Classes for Supervised Learning using Pretopology.
Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999

1998
Towards a description for video indexation.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

A pretopology-based supervised pattern classifier.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

1997
Logical Structure Analysis by Typographic Characteristics Extraction.
Proceedings of the Image Analysis and Processing, 9th International Conference, 1997

Robust Multifont OCR System from Gray Level Images.
Proceedings of the 4th International Conference Document Analysis and Recognition (ICDAR '97), 1997

Composite Document Analysis by Means of Typographic Characteristics.
Proceedings of the Advances in Document Image Analysis, First Brazilian Symposium, 1997

1996
An evolutive OCR system based on continuous learning.
Proceedings of ThirdIEEE Workshop on Applications of Computer Vision, 1996

Cooperation between Patterns Recognition and Contextual Analysis: Application to the Reading of Printed Documents.
Proceedings of IAPR Workshop on Machine Vision Applications, 1996

Pretopological approach for supervised learning.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

1993
A contextual processing for an OCR system, based on pattern learning.
Proceedings of the 2nd International Conference Document Analysis and Recognition, 1993

1992
An OCR System for Printed Documents.
Proceedings of IAPR Workshop on Machine Vision Applications, 1992

A fast and efficient method for extracting text paragraphs and graphics from unconstrained documents.
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992


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