U-Net-bin: hacking the document image binarization contest

U-Net-bin: hacking the document image binarization contest

Image binarization is still a challenging task in a variety of applications. In particular, Document Image Binarization Contest (DIBCO) is organized regularly to track the state-of-the-art techniques for the historical document binarization. In this work we present a binarization method that was ran...

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Bibliographic Details
Main Authors: Pavel Bezmaternykh, Dmitrii Ilin, Dmitry Nikolaev
Format: Article
Language:English
Published: Samara National Research University 2019-10-01
Series:Компьютерная оптика
Subjects:
historical document processing
binarization
dibco
deep learning
u-net architecture
training dataset augmentation
document analysis
Online Access:http://computeroptics.ru/KO/PDF/KO43-5/430516.pdf

Internet

http://computeroptics.ru/KO/PDF/KO43-5/430516.pdf

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