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20202026
most citedMultiple Document Datasets Pre-training Improves Text Line Detection With Deep Neural Networks

44 citations · 127 across the 11 of their papers we have counts for

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Showing 2022Show all

2 papers · 1 filter

cs.CV2022

Confidence Estimation for Object Detection in Document Images

Mélodie Boillet, Christopher Kermorvant, Thierry Paquet

Deep neural networks are becoming increasingly powerful and large and always require more labelled data to be trained. However, since annotating data is time-consuming, it is now n…

cs.CV2022★ 38 cited

Robust Text Line Detection in Historical Documents: Learning and Evaluation Methods

Mélodie Boillet, Christopher Kermorvant, Thierry Paquet

Text line segmentation is one of the key steps in historical document understanding. It is challenging due to the variety of fonts, contents, writing styles and the quality of docu…