Publications

64 entries « 1 of 2 »

2018

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

Fully Convolutional Network with dilated convolutions for Handwritten text line segmentation Journal Article

International Journal on Document Analysis and Recognition, 2018.

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Moysset, Bastien; Kermorvant, Christopher; Wolf, Christian

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

International Journal on Document Analysis and Recognition, 2018.

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2017

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

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

International Conference on Document Analysis and Recognition, 2017.

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Moysset, Bastien; Kermorvant, Christopher; Wolf, Christian

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

International Conference on Document Analysis and Recognition, 2017.

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

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

International Conference on Document Analysis and Recognition, 2017.

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Guillaume Renton Clément Chatelain, Sébastien Adam Christopher Kermorvant Thierry Paquet

Handwritten text line segmentation using Fully Convolutional Network Conference

International Workshop on Historical Document Imaging and Processing, 2017.

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Ney, Théodore Bluche Christopher Kermorvant Hermann

How to Design Deep Neural Networks for Handwriting Recognition Book Chapter

Pirlo, Byron Leite Dantas Bezerra Cleber Zanchettin Alejandro Toselli Giuseppe H (Ed.): Nova Science Pub Inc, 2017, ISBN: 978-1536119374.

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2016

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

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

International Conference on Frontiers in Handwriting Recognition , 2016.

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Bluche, Théodore; Stutzmann, Dominique; Kermorvant, Christopher

Automatic Handwritten Character Segmentation for Paleographical Character Shape Analysis Inproceedings

Document Analysis Systems, 2016.

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

La CTC et son intrigant label Inproceedings

Colloque International Francophone sur l’Écrit et le Document 2016 (CIFED), 2016.

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

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

Second International Conference on Natural Sciences and Technology in Manuscript Analysis, 2016.

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2015

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

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

International Conference of Document Analysis and Recognition, 2015.

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Bluche, Théodore; Kermorvant, Christopher; Louradour, Jérôme

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

International Conference of Document Analysis and Recognition, 2015.

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Bluche, Théodore; Ney, Hermann; Kermorvant, Christopher

The LIMSI Handwriting Recognition System for the HTRtS 2014 Contest Inproceedings

International Conference of Document Analysis and Recognition, 2015.

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Bluche, Théodore; Ney, Hermann; Kermorvant, Christopher

Framewise and CTC Training of Neural Networks for Handwriting Recognition Inproceedings

International Conference of Document Analysis and Recognition, 2015.

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

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

Digital Humanities, 2015.

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

Paragraph text segmentation into lines with Recurrent Neural Networks Inproceedings

2015.

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2014

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

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

Document Analysis Systems, 2014.

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Bluche, Théodore; Moysset, Bastien; Kermorvant, Christopher

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

International Conference on Frontiers in Handwriting Recognition., 2014.

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Bluche, Théodore; Ney, Hermann; Kermorvant, Christopher

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

International Conference on Statistical Language and Speech Processing, 2014.

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Louradour, Jérome; Kermorvant, Christopher

Curriculum Learning for Handwritten Text Line Recognition Inproceedings

Document Analysis Systems, 2014.

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Messina, Ronaldo; Kermorvant, Christopher

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

Document Analysis Systems, 2014.

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

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

International Conference on Frontiers in Handwriting Recognition, 2014.

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Moysset, Bastien; Messina, Ronaldo; Kermorvant, Christopher

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

International Conference on Frontiers in Handwriting Recognition, 2014.

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

Dropout improves recurrent neural networks for handwriting recognition Inproceedings

International Conference on Frontiers in Handwriting Recognition, 2014.

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Touzet, Claude; Kermorvant, Christopher; Glotin, Hervé

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

Workshop on Self-Organizing Maps., 2014.

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2013

Bluche, Théodore; Ney, Hermann; Kermorvant, Christopher

Feature extraction with convolutional neural networks for handwritten word recognition Inproceedings

International Conference of Document Analysis and Recognition, 2013.

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Bluche, Théodore; Ney, Hermann; Kermorvant, Christopher

Tandem HMM with convolutional neural network for handwritten word recognition Inproceedings

International Conference on Acoustics Speech and Signal Processing, 2013.

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Moysset, Bastien; Kermorvant, Christopher

On the evaluation of handwritten text line detection algorithms Inproceedings

International Conference of Document Analysis and Recognition, 2013.

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

Handwritten information extraction from historical census documents Inproceedings

International Conference of Document Analysis and Recognition, 2013.

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Kermorvant, Hervé Glotin Xanadu Halkias Christopher

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

2013.

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Kermorvant, Hervé Glotin Xanadu Halkias Christopher

General Sparse Penalty in Deep Belief Networks: Towards Domain Adaptation Technical Report

2013.

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2012

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

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

Document Recognition and Retrieval Conference, 2012.

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

Features for HMM-Based Arabic Handwritten Word Recognition Systems Incollection

Märgner, Volker ; El Abed, Haikal (Ed.): Guide to OCR for Arabic Scripts, Springer, 2012, ISBN: 978-1-4471-4071-9.

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

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

Colloque International Francophone sur l'Ecrit et le Document, 2012.

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

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

Document Recognition and Retrieval Conference, 2012.

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

On using alternative recognition candidates and scores for handwritten documents classification Technical Report

A2iA Lab 2012.

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2011

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

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

Document Numérique, 2011.

BibTeX

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

Dynamic and Contextual Information in HMM modeling for Handwriting Recognition Journal Article

IEEE Trans. on Pattern Analysis and Machine Intelligence, 33 (10), 2011.

BibTeX

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

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

Journal of pediatric gastroenterology and nutrition, 2011, ISSN: 1536-4801.

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Louradour, Jérôme; Kermorvant, Christopher

Sample-dependent feature selection for faster document image categorization Inproceedings

International Conference on Document Analysis and Recognition, 2011.

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

Automatic indexing of French handwritten census registers for probate genealogy Inproceedings

First International Workshop on Historical Document Imaging and Processing, 2011, ISBN: 9781450309165.

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2010

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

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

Document Recognition and Retrieval Conference, 2010.

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

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

Colloque International Francophone sur l'Ecrit et le Document, 2010.

BibTeX

Kermorvant, C; Louradour, J

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

Proceedings of the Int. Conf. on Artificial Intelligence and Statistics, 2010.

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Kermorvant, C; Louradour, J

Handwritten mail classification experiments with the Rimes database Inproceedings

Proc. of the Int. Conf. on Frontiers in Handwriting Recognition, 2010.

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

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

Proc. of the Int. Conf. on Frontiers in Handwriting Recognition, 2010.

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2009

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

Les caractères ne sont pas la clef des champs Inproceedings

Conférence Francophone sur l'Apprentissage Automatique, 2009.

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

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

International Conference on Document Analysis and Recognition, 2009.

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2008

Kermorvant, C

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

2008.

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64 entries « 1 of 2 »