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Mélodie Boillet
Mélodie Boillet
Ingénieure R&D Machine & Deep Learning
Verified email at teklia.com
Title
Cited by
Cited by
Year
Multiple document datasets pre-training improves text line detection with deep neural networks
M Boillet, C Kermorvant, T Paquet
2020 25th International conference on pattern recognition (ICPR), 2134-2141, 2021
442021
Robust text line detection in historical documents: learning and evaluation methods
M Boillet, C Kermorvant, T Paquet
International Journal on Document Analysis and Recognition (IJDAR) 25 (2 …, 2022
282022
HORAE: an annotated dataset of books of hours
M Boillet, ML Bonhomme, D Stutzmann, C Kermorvant
Proceedings of the 5th International Workshop on Historical Document Imaging …, 2019
262019
Key-value information extraction from full handwritten pages
S Tarride, M Boillet, C Kermorvant
International Conference on Document Analysis and Recognition, 185-204, 2023
162023
Large-scale genealogical information extraction from handwritten Quebec parish records
S Tarride, M Maarand, M Boillet, J McGrath, E Capel, H Vézina, ...
International Journal on Document Analysis and Recognition (IJDAR) 26 (3 …, 2023
132023
Improving automatic text recognition with language models in the pylaia open-source library
S Tarride, Y Schneider, M Generali-Lince, M Boillet, B Abadie, ...
International Conference on Document Analysis and Recognition, 387-404, 2024
62024
Confidence estimation for object detection in document images
M Boillet, C Kermorvant, T Paquet
Pattern Recognition Letters 166, 31-37, 2023
62023
Books of Hours. the First Liturgical Data Set for Text Segmentation.
A Hazem, B Daille, C Kermorvant, D Stutzmann, ML Bonhomme, ...
Proceedings of the Twelfth Language Resources and Evaluation Conference, 776-784, 2020
62020
Handwritten text recognition from crowdsourced annotations
S Tarride, T Faine, M Boillet, H Mouchère, C Kermorvant
Proceedings of the 7th International Workshop on Historical Document Imaging …, 2023
52023
Including Keyword Position in Image-based Models for Act Segmentation of Historical Registers
M Boillet, M Maarand, T Paquet, C Kermorvant
Proceedings of the 6th International Workshop on Historical Document Imaging …, 2021
52021
SIMARA: A Database for Key-Value Information Extraction from Full-Page Handwritten Documents
S Tarride, M Boillet, JF Moufflet, C Kermorvant
International Conference on Document Analysis and Recognition, 421-437, 2023
42023
The Socface project: Large-scale collection, processing, and analysis of a century of French censuses
M Boillet, S Tarride, Y Schneider, B Abadie, L Kesztenbaum, ...
International Conference on Document Analysis and Recognition, 57-73, 2024
22024
Text Line Detection in Historical Index Tables: Evaluations on a New French PArish REcord Survey Dataset (PARES)
G Bernard, C Wall, M Boillet, M Coustaty, C Kermorvant, A Doucet
International Conference on Asian Digital Libraries, 59-75, 2023
22023
Simara: a database for key-value information extraction from full pages
S Tarride, M Boillet, JF Moufflet, C Kermorvant
arXiv preprint arXiv:2304.13606, 2023
22023
Drilling a Large Corpus of Document Images of Geological Information Extraction
JL Debezia, M Boillet, C Kermorvant, Q Barral
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2021
22021
Texts as images. Collaborating and training models for manuscript studies from layout segmentation to text recognition and to historical analysis
D Stutzmann, M Boillet
DHAI Seminar 2022-2023, 2023
2023
Détection d'objets dans les documents numérisés par réseaux de neurones profonds
M Boillet
arXiv preprint arXiv:2301.11753, 2023
2023
A quantitative and qualitative evaluation of large scale handwriting recognition models for Norwegian
S Tarride, Y Beyer, PE Solberg, M Boillet, C Kermorvant
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