2021

Multiple Document Datasets Pre-training Improves Text Line Detection With Deep Neural Networks

January 2021

By Boillet, Mélodie; Kermorvant, Christopher; Paquet, Thierry

2020

Hierarchical Text Segmentation for Medieval Manuscripts

December 2020

By Hazem, Amir; Daille, Beatrice; Stutzmann, Dominique; Kermorvant, Christopher

A comparison of sequential and combined approaches for named entity recognition in a corpus of handwritten medieval charters

September 2020

By Boros, Emanuela; Romero, Verónica; Maarand, Martin; Zenklová, Kateřina; Křečková, Jitka; Vidal, Enrique; Stutzmann, Dominique; Kermorvant, Christopher

Landscape Analysis for the Specimen Data Refinery

August 2020

By Walton, Stephanie; Livermore, Laurence; Bánki, Olaf; Cubey, Robert W. N.; Drinkwater, Robyn; Englund, Markus; Goble, Carole; Groom, Quentin; Kermorvant, Christopher; Rey, Isabel; Santos, Celia M; Scott, Ben; Williams, Alan R.; Wu, Zhengzhe

Books of Hours: the First Liturgical Corpus for Text Segmentation

May 2020

By Hazem, Amir; Bonhomme, Marie-laurence; Maarand, Martin; Kermorvant, Christopher; Stutzmann, Dominique

2019

Transcription automatique et segmentation thématique de livres d’heures manuscrits Published

December 2019

By Daille, Béatrice; Hazem, Amir; Kermorvant, Christopher; Maarand, Martin; Bonhomme, Marie-Laurence; Stutzmann, Dominique; Currie, Jacob; Jacquin, Christine

I-Balsac: Completing Families with the Help of Automatic Text Recognition

November 2019

By Vezina, Helène; Bournival, Jean-Sebastien; Kermorvant, Christopher; Bonhomme, Marie-Laurence

HORAE: an annotated dataset of books of hours Published

September 2019

By Boillet, Mélodie; Bonhomme, Marie-Laurence; Stutzmann, Dominique; Kermorvant, Christopher

Automatic page classification in a large collection of manuscripts based on the International Image Interoperability Framework Published

September 2019

By Boros, Emanuela; Toumi, Alexis; Rouchet, Erwan; Abadie, Bastien; Stutzmann, Dominique; Kermorvant, Christopher

Integrated DH. Rationale of the HORAE Research Project Published

July 2019

By Stutzmann, Dominique; Currie, Jacob; Daille, Béatrice; Hazem, Amir; Kermorvant, Christopher

Synthetic data generation for automatic document layout analysis

June 2019

By Boillet, Mélodie; Kermorvant, Christopher

2018

Medieval manuscripts: image, text and IIIF

May 2018

By Stutzmann, Dominique; Toumi, Alexis; Kermorvant, Christopher

Fully Convolutional Network with dilated convolutions for Handwritten text line segmentation Published

January 2018

By Renton, Guillaume; Soullard, Yann; Chatelain, Clément; Adam, Sébastien; Kermorvant, Christopher; Paquet, Thierry

Learning to detect, localize and recognize many text objects in document images from few examples Published

January 2018

By Moysset, Bastien; Kermorvant, Christopher; Wolf, Christian

2017

Cortical-Inspired Open-Bigram Representation for Handwritten Word Recognition Published

November 2017

By Bluche, Théodore; Kermorvant, Christopher; Touzet, Claude; Glotin, Hervé

Preparatory KWS Experiments for Large-Scale Indexing of a Vast Medieval Manuscript Collection in the HIMANIS Project Published

November 2017

By Bluche, Théodore; Hamel, Sebastien; Kermorvant, Christopher; Puigcerver, Joan; Stutzmann, Dominique; Toselli, Alejandro; Vidal, Enrique

Full-Page Text Recognition: Learning Where to Start and When to Stop Published

November 2017

By Moysset, Bastien; Kermorvant, Christopher; Wolf, Christian

Handwritten text line segmentation using Fully Convolutional Network Published

October 2017

By Renton, Guillaume; Chatelain, Clément; Adam, Sébastien; Kermorvant, Christopher; Paquet, Thierry

How to Design Deep Neural Networks for Handwriting Recognition Published

July 2017

By Bluche, Théodore; Kermorvant, Christopher; Ney, Hermann

2016

Learning text-line localization with shared and local regression neural networks Published

October 2016

By Moysset, Bastien; Louradour, Jérôme; Kermorvant, Christopher; Wolf, Christian

Automatic Handwritten Character Segmentation for Paleographical Character Shape Analysis Published

January 2016

By Bluche, Théodore; Stutzmann, Dominique; Kermorvant, Christopher

La CTC et son intrigant label Published

January 2016

By Bluche, Théodore; Kermorvant, Christopher; Ney, Hermann; Louradour, Jerome

Text-Image Alignment and Automated Letter-form Classification: Reading vs. Looking at Published

January 2016

By Stutzmann, Dominique; Bluche, Théodore; Kermorvant, Christopher; Englin, Véronique; Vincent, Nicole; Leydier, Yann; Cloppet, Florence

2015

Hybrid Word / Part-of-Arabic-Word Language Models for Arabic Text Document Recognition Published

January 2015

By Benzeghiba, Mohamed Faouzi; Louradour, Jérôme; Kermorvant, Christopher

Where to Apply Dropout in Recurrent Neural Networks for Handwriting Recognition? Published

January 2015

By Bluche, Théodore; Kermorvant, Christopher; Louradour, Jérôme

The LIMSI Handwriting Recognition System for the HTRtS 2014 Contest Published

January 2015

By Bluche, Théodore; Ney, Hermann; Kermorvant, Christopher

Framewise and CTC Training of Neural Networks for Handwriting Recognition Published

January 2015

By Bluche, Théodore; Ney, Hermann; Kermorvant, Christopher

Paragraph text segmentation into lines with Recurrent Neural Networks Published

January 2015

By Moysset, Bastien; Kermorvant, Christopher; Wolf, Christian; Louradour, Jérôme

From Text and Image to Historical Resource: Text-Image Alignment for Digital Humanists Published

January 2015

By Stutzmann, Dominique; Bluche, Théodore; Lavrentev, Alexei; Leydier, Yann; Kermorvant, Christopher

2014

A Comparison of Sequence-Trained Deep Neural Networks and Recurrent Neural Networks Optical Modeling for Handwriting Recognition Published

January 2014

By Bluche, Théodore; Ney, Hermann; Kermorvant, Christopher

Automatic Line Segmentation and Ground-Truth Alignment of Handwritten Documents Published

January 2014

By Bluche, Théodore; Moysset, Bastien; Kermorvant, Christopher

The A2iA Handwritten Arabic Text Recognition System at the OpenHaRT2013 Evaluation Campaign Published

January 2014

By Bluche, Théodore; Louradour, Jérôme; Knibbe, Maxime; Moysset, Bastien; Benzeghiba, Mohamed Faouzi; Kermorvant, Christopher

A Comparison of Recognition Strategies for Printed / Handwritten Composite Documents Published

January 2014

By Moysset, Bastien; Messina, Ronaldo; Kermorvant, Christopher

Curriculum Learning for Handwritten Text Line Recognition Published

January 2014

By Louradour, Jérome; Kermorvant, Christopher

Surgenerative Finite State Transducer n-gram for Out-Of-Vocabulary Word Recognition Published

January 2014

By Messina, Ronaldo; Kermorvant, Christopher

The A2iA Multi-lingual Text Recognition System at the Maurdor Evaluation Published

January 2014

By Moysset, Bastien; Bluche, Théodore; Knibbe, Maxime; Benzeghiba, Mohamed Faouzi; Messina, Ronaldo; Louradour, Jérôme; Kermorvant, Christopher

Dropout improves recurrent neural networks for handwriting recognition Published

January 2014

By Pham, Vu; Bluche, Théodore; Kermorvant, Christopher; Louradour, Jérôme

A Biologically Plausible SOM Representation of the Orthographic Form of 50,000 French Words Published

January 2014

By Touzet, Claude; Kermorvant, Christopher; Glotin, Hervé

2013

Tandem HMM with convolutional neural network for handwritten word recognition Published

January 2013

By Bluche, Théodore; Ney, Hermann; Kermorvant, Christopher

Feature extraction with convolutional neural networks for handwritten word recognition Published

January 2013

By Bluche, Théodore; Ney, Hermann; Kermorvant, Christopher

Evolution of Sparse Constraints in Deep AI: From a general sparse penalty to Structured Sparsity Published

January 2013

By Kermorvant, Hervé Glotin Xanadu Halkias Christopher

General Sparse Penalty in Deep Belief Networks: Towards Domain Adaptation Published

January 2013

By Kermorvant, Hervé Glotin Xanadu Halkias Christopher

On the evaluation of handwritten text line detection algorithms Published

January 2013

By Moysset, Bastien; Kermorvant, Christopher

Handwritten information extraction from historical census documents Published

January 2013

By Nion, Thibauld; Menasri, Farès; Louradour, Jérôme; Sibade, Cédric; Retornaz, Thomas; Métaireau, Pierre-Yves; Kermorvant, Christopher

2012

Variable length and context-dependent HMM letter form models for Arabic handwritten word recognition Published

January 2012

By Bianne-bernard, Anne-laure; Menasri, Fares; Likforman-sulem, Laurence; Mokbel, Chafic; Kermorvant, Christopher

On using alternative recognition candidates and scores for handwritten documents classification Published

January 2012

By Louradour, Christopher Kermorvant Anne-Laure Bianne-Bernard Théodore Bluche Jérôme

Features for HMM-Based Arabic Handwritten Word Recognition Systems Published

January 2012

By Likforman-Sulem, Laurence; Hajj, Ramy Mohammad Al; Mokbel, Chafic; Menasri, Fares; Bianne-Bernard, Anne-Laure; Kermorvant, Christopher

De l'usage des scores et des alternatives de reconnaissance pour la classification d'images de documents manuscrits Published

January 2012

By Louradour, Jérôme; Bluche, Théodore; Bianne-Bernard, Anne-Laure; Menasri, Farès; Kermorvant, Christopher

The A2iA French handwriting recognition system at the Rimes-ICDAR2011 competition Published

January 2012

By Menasri, Farès; Louradour, Jérôme; Bianne-Bernard, Anne-laure; Kermorvant, Christopher

2011

Dynamic and Contextual Information in HMM modeling for Handwriting Recognition Published

January 2011

By Bianne, A.-L.; Menasri, F.; Al-Hajj, R.; Mokbel, C.; Kermorvant, C.; Likforman-Sulem, L.

Early chloride intake does not parallel that of sodium in extremely low birth weight infants and may impair neonatal outcomes. Published

January 2011

By Kermorvant-Duchemin, Elsa; Iacobelli, Silvia; Dit-Trolli, Sergio Eleni; Bonsante, Francesco; Kermorvant, Christopher; Sarfati, Gilles; Gouyon, Jean-Bernard; Lapillonne, Alexandre

Sample-dependent feature selection for faster document image categorization Published

January 2011

By Louradour, Jérôme; Kermorvant, Christopher

Modélisation de HMMs en contexte avec des arbres de décision pour la reconnaissance de mots manuscrits Published

January 2011

By Bianne-Bernard, A.-L.; Kermorvant, C.; Likforman-Sulem, L.; Mokbel, C.

Automatic indexing of French handwritten census registers for probate genealogy Published

January 2011

By Sibade, Cédric; Retornaz, Thomas; Nion, Thibauld; Lerallut, Romain; Kermorvant, Christopher

2010

Context-dependent HMM modeling using tree-based clustering for the recognition of handwritten words Published

January 2010

By Bianne, Anne-Laure; Kermorvant, Christopher; Likforman-Sulem, Laurence

Modélisation de HMMs en contexte avec des arbres de décision pour la reconnaissance de mots manuscrits Published

January 2010

By Bianne, Anne-Laure; Kermorvant, Christopher; Likforman-sulem, Laurence; Mokbel, Chafic

The A2iA-Telecom ParisTech-UOB System for the ICDAR 2009 Handwriting Recognition Competition. Published

January 2010

By Kermorvant, C.; Menasri, F.; Bianne, A.-L.; Al-Hajj, R.; Mokbel, C.; Likforman-Sulem, L.

Handwritten mail classification experiments with the Rimes database Published

January 2010

By Kermorvant, C.; Louradour, J.

How to save feature extraction time for fast and robust classification? Published

January 2010

By Kermorvant, C.; Louradour, J.

2009

Les caractères ne sont pas la clef des champs Published

January 2009

By Bianne, Anne-Laure; Kermorvant, Christopher; Marty, Patrick; Menasri, Farès

From Isolated Handwritten Characters to Fields Recognition: There's Many a Slip twixt Cup and Lip Published

January 2009

By Kermorvant, C.; Bianne, A.-L.; Marty, Patrick; Menasri, Farès

2008

Some Hints on the Teaching of Machine Learning to Industrial Practitioners Published

January 2008

By Kermorvant, C.

On using alternative recognition candidates and scores for handwritten documents classi- fication Published

January 2008

By Kermorvant, Christopher; Bianne-Bernard, Anne-Laure; Bluche, Théodore; Louradour, Jérôme

2007

Automata Learning for Numerical Entities Extraction from OCR output Published

January 2007

By Kermorvant, C.; Rafrafi, A.

2004

Improving probabilistic automata learning with additional knowledge Published

January 2004

By Kermorvant, Christopher; Higuera, C De La

Learning typed automata from automatically labeled data Published

January 2004

By Kermorvant, Christopher; de la Higuera, Colin; Dupont, Pierre

Extraction de sens à partir de bi-textes Published

January 2004

By Kermorvant, Christopher; Bengio, Yoshua

2002

Improved smoothing for probabilistic suffix trees seen as variable order Markov chains Published

January 2002

By Kermorvant, Christopher; Dupont, Pierre

Stochastic grammatical inference with multinomial tests Published

January 2002

By Kermorvant, Christopher; Dupont, Pierre

Learning Languages with Help Published

January 2002

By Kermorvant, Christopher; Higuera, Colin De

Chaînes de Markov d'ordre variable pour la détection de domaines dans les protéines Published

January 2002

By Kermorvant, Christopher; Dupont, Pierre

Construction de Modèles de Langages par Inférence d’Automates Typés à partir de Données Etiquetées Automatiquement Published

January 2002

By de la Higuera Pierre Dupont, Christopher Kermorvant Colin

2001

Inférence d’automates et correction d’erreur pour la classification des protéines Published

January 2001

By Kermorvant, Christopher; Dupont, Pierre

1999

A comparison of two strategies for ASR in additive noise: Missing Data and Spectral Subtraction Published

January 1999

By Kermorvant, C.; Morris, A.

A comparison of noise reduction techniques for robust speech recognition Published

January 1999

By Kermorvant, C.

Towards introducing long-term statistics in MUSE for robust speech recognition Published

January 1999

By Kermorvant, C.; Mokbel, C.