Christopher Kermorvant

Orcid: 0000-0002-7508-4080

According to our database1, Christopher Kermorvant authored at least 67 papers between 1999 and 2023.

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

Timeline

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Bibliography

2023
Large-scale genealogical information extraction from handwritten Quebec parish records.
Int. J. Document Anal. Recognit., September, 2023

Confidence Estimation for Object Detection in Document Images.
Pattern Recognit. Lett., February, 2023

SIMARA: a database for key-value information extraction from full pages.
CoRR, 2023

Handwritten Text Recognition from Crowdsourced Annotations.
Proceedings of the 7th International Workshop on Historical Document Imaging and Processing, 2023

SIMARA: A Database for Key-Value Information Extraction from Full-Page Handwritten Documents.
Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

Key-Value Information Extraction from Full Handwritten Pages.
Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

How to Choose Pretrained Handwriting Recognition Models for Single Writer Fine-Tuning.
Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

Text Line Detection in Historical Index Tables: Evaluations on a New French PArish REcord Survey Dataset (PARES).
Proceedings of the Leveraging Generative Intelligence in Digital Libraries: Towards Human-Machine Collaboration, 2023

2022
Robust text line detection in historical documents: learning and evaluation methods.
Int. J. Document Anal. Recognit., 2022

The LAM Dataset: A Novel Benchmark for Line-Level Handwritten Text Recognition.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

A Comprehensive Study of Open-Source Libraries for Named Entity Recognition on Handwritten Historical Documents.
Proceedings of the Document Analysis Systems - 15th IAPR International Workshop, 2022

A Comprehensive Comparison of Open-Source Libraries for Handwritten Text Recognition in Norwegian.
Proceedings of the Document Analysis Systems - 15th IAPR International Workshop, 2022

2021
Drilling a Large Corpus of Document Images of Geological Information Extraction.
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021

Including Keyword Position in Image-based Models for Act Segmentation of Historical Registers.
Proceedings of the HIP@ICDAR 2021: The 6th International Workshop on Historical Document Imaging and Processing, 2021

2020
Books of Hours. the First Liturgical Data Set for Text Segmentation.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Multiple Document Datasets Pre-training Improves Text Line Detection With Deep Neural Networks.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

A comparison of sequential and combined approaches for named entity recognition in a corpus of handwritten medieval charters.
Proceedings of the 17th International Conference on Frontiers in Handwriting Recognition, 2020

Hierarchical Text Segmentation for Medieval Manuscripts.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019
Automatic Page Classification in a Large Collection of Manuscripts Based on the International Image Interoperability Framework.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

HORAE: an annotated dataset of books of hours.
Proceedings of the 5th International Workshop on Historical Document Imaging and Processing, 2019

2018
Fully convolutional network with dilated convolutions for handwritten text line segmentation.
Int. J. Document Anal. Recognit., 2018

Learning to detect, localize and recognize many text objects in document images from few examples.
Int. J. Document Anal. Recognit., 2018

Reconnaissance et indexation automatique des registres de la chancellerie française (1300-1483).
Proceedings of the Extraction et Gestion des Connaissances, 2018

Handwritten Text Recognition, Keyword Indexing, and Plain Text Search in Medieval Manuscripts.
Proceedings of the 13th Annual International Conference of the Alliance of Digital Humanities Organizations, 2018

2017
Handwritten Text Line Segmentation Using Fully Convolutional Network.
Proceedings of the First Workshop of Machine Learning, 2017

Full-Page Text Recognition: Learning Where to Start and When to Stop.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Cortical-Inspired Open-Bigram Representation for Handwritten Word Recognition.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Preparatory KWS Experiments for Large-Scale Indexing of a Vast Medieval Manuscript Collection in the HIMANIS Project.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

2016
Learning to detect and localize many objects from few examples.
CoRR, 2016

Learning Text-Line Localization with Shared and Local Regression Neural Networks.
Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

Automatic Handwritten Character Segmentation for Paleographical Character Shape Analysis.
Proceedings of the 12th IAPR Workshop on Document Analysis Systems, 2016

La CTC et son intrigant label « blank » : étude comparative de méthodes d'entraînement de réseaux de neurones pour la reconnaissance d'écriture.
Proceedings of the CORIA 2016 - Conférence en Recherche d'Informations et Applications, 2016

2015
Paragraph text segmentation into lines with Recurrent Neural Networks.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Framewise and CTC training of Neural Networks for handwriting recognition.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

The LIMSI handwriting recognition system for the HTRtS 2014 contest.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Where to apply dropout in recurrent neural networks for handwriting recognition?
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Hybrid word/Part-of-Arabic-Word Language Models for arabic text document recognition.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

2014
A Biologically Plausible SOM Representation of the Orthographic Form of 50, 000 French Words.
Proceedings of the Advances in Self-Organizing Maps and Learning Vector Quantization, 2014

A Comparison of Sequence-Trained Deep Neural Networks and Recurrent Neural Networks Optical Modeling for Handwriting Recognition.
Proceedings of the Statistical Language and Speech Processing, 2014

Dropout Improves Recurrent Neural Networks for Handwriting Recognition.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

A Comparison of Recognition Strategies for Printed/Handwritten Composite Documents.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

The A2iA Multi-lingual Text Recognition System at the Second Maurdor Evaluation.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

Automatic Line Segmentation and Ground-Truth Alignment of Handwritten Documents.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

Over-Generative Finite State Transducer N-Gram for Out-of-Vocabulary Word Recognition.
Proceedings of the 11th IAPR International Workshop on Document Analysis Systems, 2014

Curriculum Learning for Handwritten Text Line Recognition.
Proceedings of the 11th IAPR International Workshop on Document Analysis Systems, 2014

The A2iA Arabic Handwritten Text Recognition System at the Open HaRT2013 Evaluation.
Proceedings of the 11th IAPR International Workshop on Document Analysis Systems, 2014

2013
Dropout improves Recurrent Neural Networks for Handwriting Recognition.
CoRR, 2013

Handwritten Information Extraction from Historical Census Documents.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

On the Evaluation of Handwritten Text Line Detection Algorithms.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Feature Extraction with Convolutional Neural Networks for Handwritten Word Recognition.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Tandem HMM with convolutional neural network for handwritten word recognition.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
The A2iA French handwriting recognition system at the Rimes-ICDAR2011 competition.
Proceedings of the Document Recognition and Retrieval XIX, 2012

Variable length and context-dependent HMM letter form models for Arabic handwritten word recognition.
Proceedings of the Document Recognition and Retrieval XIX, 2012

2011
Dynamic and Contextual Information in HMM Modeling for Handwritten Word Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Modélisation de HMM en contexte avec des arbres de décision pour la reconnaissance de mots manuscrits.
Document Numérique, 2011

Automatic indexing of French handwritten census registers for probate geneaology.
Proceedings of the 2011 Workshop on Historical Document Imaging and Processing, 2011

Sample-Dependent Feature Selection for Faster Document Image Categorization.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

2010
The A2iA-Telecom ParisTech-UOB System for the ICDAR 2009 Handwriting Recognition Competition.
Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

Handwritten Mail Classification Experiments with the Rimes Database.
Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

Context-dependent HMM modeling using tree-based clustering for the recognition of handwritten words.
Proceedings of the Document Recognition and Retrieval XVII, 2010

2009
From Isolated Handwritten Characters to Fields Recognition: There's Many a Slip Twixt Cup and Lip.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

2004
Improving Probabilistic Automata Learning with Additional Knowledge.
Proceedings of the Structural, 2004

Introducing Domain and Typing Bias in Automata Inference.
Proceedings of the Grammatical Inference: Algorithms and Applications, 2004

2002
Learning Languages with Help.
Proceedings of the Grammatical Inference: Algorithms and Applications, 2002

Stochastic Grammatical Inference with Multinomial Tests.
Proceedings of the Grammatical Inference: Algorithms and Applications, 2002

Improved Smoothing for Probabilistic Suffix Trees Seen as Variable Order Markov Chains.
Proceedings of the Machine Learning: ECML 2002, 2002

1999
A comparison of two strategies for ASR in additive noise: missing data and spectral subtraction.
Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999


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