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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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05/04/2023
How to Choose Pretrained Handwriting Recognition Models for Single Writer Fine-Tuning
Recent advancements in Deep Learning-based Handwritten Text Recognition ...
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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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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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08/16/2022
The LAM Dataset: A Novel Benchmark for Line-Level Handwritten Text Recognition
Handwritten Text Recognition (HTR) is an open problem at the intersectio...
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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Robust Text Line Detection in Historical Documents: Learning and Evaluation Methods
Text line segmentation is one of the key steps in historical document un...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
HORAE: an annotated dataset of books of hours
We introduce in this paper a new dataset of annotated pages from books o...
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11/05/2013