2024

Callico: a Versatile Open-Source Document Image Annotation Platform

By Kermorvant, Christopher; Bardou, Eva; Blanco, Manon; Abadie, Bastien

Callico
March 2024
2023

Large Scale Genealogical Information Extraction From Handwritten Quebec Parish Records

By Solène Tarride; Martin Maarand; Mélodie Boillet; James McGrath; Eugénie Capel; Hélène Vézina; Christopher Kermorvant

July 2023

Handwritten Text Recognition from Crowdsourced Annotations

By Solène Tarride; Tristan Faine; Mélodie Boillet; Harold Mouchère; Christopher Kermorvant

June 2023

Key-value information extraction from full handwritten pages

By Solène Tarride; Boillet, Mélodie; Kermorvant, Christopher

June 2023

SIMARA: a database for key-value information extraction from full-page handwritten documents

By Solène Tarride; Boillet, Mélodie; Jean-François Moufflet; Kermorvant, Christopher

June 2023

Détectiοn d'οbjets dans les dοcuments numérisés par réseaux de neurοnes prοfοnds

By Boillet, Mélodie

January 2023

Confidence Estimation for Object Detection in Document Images

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

January 2023
2022

The LAM Dataset: A Novel Benchmark for Line-Level Handwritten Text Recognition

By Cascianelli, Silvia; Pippi, Vittorio; Maarand, Martin; Cornia, Marcella; Baraldi, Lorenzo; Kermorvant, Christopher; Cucchiara, Rita

August 2022

A Comprehensive Study of Libraries for Named Entity Recognition

By Monroc, Claire Bizon; Miret, Blanche; Bonhomme, Marie-Laurence; Kermorvant, Christopher

May 2022

A Comprehensive Comparison of Open-Source Libraries for Handwritten Text Recognition in Norwegian

By Maarand, Martin; Beyer, Yngvil; Kåsen, Andre; Fosseide, Knut T.; Kermorvant, Christopher

May 2022

Robust Text Line Detection in Historical Documents: Learning and Evaluation Methods

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

January 2022
2021

Drilling a Large Corpus of Document Images of Geological Information Extraction

By Debezia, Jean-Louis; Boillet, Mélodie; Kermorvant, Christopher; Barral, Quentin

September 2021

Including Keyword Position in Image-based Models for Act Segmentation of Historical Registers

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

September 2021

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

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

January 2021
2020

Hierarchical Text Segmentation for Medieval Manuscripts

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

December 2020

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

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

September 2020

Landscape Analysis for the Specimen Data Refinery

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

August 2020

Books of Hours: the First Liturgical Corpus for Text Segmentation

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

May 2020
2019

Transcription automatique et segmentation thématique de livres d’heures manuscrits

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

December 2019

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

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

November 2019

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

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

September 2019

HORAE: an annotated dataset of books of hours

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

September 2019

Integrated DH. Rationale of the HORAE Research Project

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

July 2019

Synthetic data generation for automatic document layout analysis

By Boillet, Mélodie; Kermorvant, Christopher

June 2019
2018

Medieval manuscripts: image, text and IIIF

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

May 2018

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

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

January 2018

Fully Convolutional Network with dilated convolutions for Handwritten text line segmentation

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

January 2018
2017

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

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

November 2017

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

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

November 2017

Cortical-Inspired Open-Bigram Representation for Handwritten Word Recognition

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

November 2017

Handwritten text line segmentation using Fully Convolutional Network

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

October 2017

How to Design Deep Neural Networks for Handwriting Recognition

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

July 2017
2016

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

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

October 2016

La CTC et son intrigant label

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

January 2016

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

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

January 2016

Automatic Handwritten Character Segmentation for Paleographical Character Shape Analysis

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

January 2016
2015

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

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

January 2015

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

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

January 2015

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

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

January 2015

Framewise and CTC Training of Neural Networks for Handwriting Recognition

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

January 2015

The LIMSI Handwriting Recognition System for the HTRtS 2014 Contest

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

January 2015

Paragraph text segmentation into lines with Recurrent Neural Networks

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

January 2015
2014

Automatic Line Segmentation and Ground-Truth Alignment of Handwritten Documents

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

January 2014

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

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

January 2014

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

By Messina, Ronaldo; Kermorvant, Christopher

January 2014

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

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

January 2014

Dropout improves recurrent neural networks for handwriting recognition

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

January 2014

A Comparison of Recognition Strategies for Printed / Handwritten Composite Documents

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

January 2014

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

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

January 2014

Curriculum Learning for Handwritten Text Line Recognition

By Louradour, Jérome; Kermorvant, Christopher

January 2014

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

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

January 2014
2013

Tandem HMM with convolutional neural network for handwritten word recognition

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

January 2013

Feature extraction with convolutional neural networks for handwritten word recognition

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

January 2013

On the evaluation of handwritten text line detection algorithms

By Moysset, Bastien; Kermorvant, Christopher

January 2013

General Sparse Penalty in Deep Belief Networks: Towards Domain Adaptation

By Kermorvant, Hervé Glotin Xanadu Halkias Christopher

January 2013

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

By Kermorvant, Hervé Glotin Xanadu Halkias Christopher

January 2013

Handwritten information extraction from historical census documents

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

January 2013
2012

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

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

January 2012

Features for HMM-Based Arabic Handwritten Word Recognition Systems

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

January 2012

On using alternative recognition candidates and scores for handwritten documents classification

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

January 2012

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

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

January 2012

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

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

January 2012
2011

Automatic indexing of French handwritten census registers for probate genealogy

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

January 2011

Dynamic and Contextual Information in HMM modeling for Handwriting Recognition

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

January 2011

Sample-dependent feature selection for faster document image categorization

By Louradour, Jérôme; Kermorvant, Christopher

January 2011

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

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

January 2011

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

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

January 2011
2010

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

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

January 2010

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

By Kermorvant, C.; Louradour, J.

January 2010

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

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

January 2010

Handwritten mail classification experiments with the Rimes database

By Kermorvant, C.; Louradour, J.

January 2010

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

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

January 2010
2009

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

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

January 2009

Les caractères ne sont pas la clef des champs

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

January 2009
2008

Some Hints on the Teaching of Machine Learning to Industrial Practitioners

By Kermorvant, C.

January 2008

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

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

January 2008
2007

Automata Learning for Numerical Entities Extraction from OCR output

By Kermorvant, C.; Rafrafi, A.

January 2007
2004

Improving probabilistic automata learning with additional knowledge

By Kermorvant, Christopher; Higuera, C De La

January 2004

Learning typed automata from automatically labeled data

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

January 2004

Extraction de sens à partir de bi-textes

By Kermorvant, Christopher; Bengio, Yoshua

January 2004
2002

Stochastic grammatical inference with multinomial tests

By Kermorvant, Christopher; Dupont, Pierre

January 2002

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

By Kermorvant, Christopher; Dupont, Pierre

January 2002

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

By de la Higuera Pierre Dupont, Christopher Kermorvant Colin

January 2002

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

By Kermorvant, Christopher; Dupont, Pierre

January 2002

Learning Languages with Help

By Kermorvant, Christopher; Higuera, Colin De

January 2002
2001

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

By Kermorvant, Christopher; Dupont, Pierre

January 2001
1999

A comparison of noise reduction techniques for robust speech recognition

By Kermorvant, C.

January 1999

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

By Kermorvant, C.; Mokbel, C.

January 1999

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

By Kermorvant, C.; Morris, A.

January 1999