Mélodie Boillet

According to our database, Mélodie Boillet authored at least 17 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Improving Automatic Text Recognition with Language Models in the PyLaia Open-Source Library.

Solène Tarride, Yoann Schneider, Marie Generali-Lince, Mélodie Boillet, Bastien Abadie, Christopher Kermorvant

Proceedings of the Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30, 2024

The Socface Project: Large-Scale Collection, Processing, and Analysis of a Century of French Censuses.

Mélodie Boillet, Solène Tarride, Yoann Schneider, Bastien Abadie, Lionel Kesztenbaum, Christopher Kermorvant

Proceedings of the Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30, 2024

2023

Large-scale genealogical information extraction from handwritten Quebec parish records.

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

Int. J. Document Anal. Recognit., September, 2023

Confidence Estimation for Object Detection in Document Images.

Mélodie Boillet, Christopher Kermorvant, Thierry Paquet

Pattern Recognit. Lett., February, 2023

Détection d'objets dans les documents numérisés par réseaux de neurones profonds. (Object detection in digitized documents by neural networks).

Mélodie Boillet

PhD thesis, 2023

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

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

CoRR, 2023

Détection d'Objets dans les documents numérisés par réseaux de neurones profonds.

Mélodie Boillet

CoRR, 2023

Handwritten Text Recognition from Crowdsourced Annotations.

Solène Tarride, Tristan Faine, Mélodie Boillet, Harold Mouchère, Christopher Kermorvant

Proceedings of the 7th International Workshop on Historical Document Imaging and Processing, 2023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.

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

Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

Key-Value Information Extraction from Full Handwritten Pages.

Solène Tarride, Mélodie Boillet, Christopher Kermorvant

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).

Guillaume Bernard, Casey Wall, Mélodie Boillet, Mickaël Coustaty, Christopher Kermorvant, Antoine Doucet

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.

Mélodie Boillet, Christopher Kermorvant, Thierry Paquet

Int. J. Document Anal. Recognit., 2022

2021

Drilling a Large Corpus of Document Images of Geological Information Extraction.

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

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.

Mélodie Boillet, Martin Maarand, Thierry Paquet, Christopher Kermorvant

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.

Amir Hazem, Béatrice Daille, Christopher Kermorvant, Dominique Stutzmann, Marie-Laurence Bonhomme, Martin Maarand, Mélodie Boillet

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

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

Mélodie Boillet, Christopher Kermorvant, Thierry Paquet

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

HORAE: an annotated dataset of books of hours.

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

Proceedings of the 5th International Workshop on Historical Document Imaging and Processing, 2019