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06/19/2023
Handwritten Text Recognition from Crowdsourced Annotations
In this paper, we explore different ways of training a model for handwri...
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04/27/2023
Large Scale Genealogical Information Extraction From Handwritten Quebec Parish Records
This paper presents a complete workflow designed for extracting informat...
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04/26/2023
SIMARA: a database for key-value information extraction from full pages
We propose a new database for information extraction from historical han...
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04/26/2023
Key-value information extraction from full handwritten pages
We propose a Transformer-based approach for information extraction from ...
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01/27/2023
Détection d'Objets dans les documents numérisés par réseaux de neurones profonds
In this thesis, we study multiple tasks related to document layout analy...
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08/29/2022
Confidence Estimation for Object Detection in Document Images
Deep neural networks are becoming increasingly powerful and large and al...
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03/23/2022
Robust Text Line Detection in Historical Documents: Learning and Evaluation Methods
Text line segmentation is one of the key steps in historical document un...
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09/17/2021
Including Keyword Position in Image-based Models for Act Segmentation of Historical Registers
The segmentation of complex images into semantic regions has seen a grow...
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12/28/2020
Multiple Document Datasets Pre-training Improves Text Line Detection With Deep Neural Networks
In this paper, we introduce a fully convolutional network for the docume...
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12/01/2020