ICDAR 2021 competition on time-quality document image binarization

RD Lins, RB Bernardino, EB Smith… - Document Analysis and …, 2021 - Springer
Abstract The ICDAR 2021 Time-Quality Binarization Competition assessed the performance
of 12 new and 49 other previously published binarization algorithms for scanned document …

Using paper texture for choosing a suitable algorithm for scanned document image binarization

RD Lins, R Bernardino, RS Barboza, RC De Oliveira - Journal of Imaging, 2022 - mdpi.com
The intrinsic features of documents, such as paper color, texture, aging, translucency, the
kind of printing, ty** or handwriting, etc., are important with regard to how to process and …

A quality, size and time assessment of the binarization of documents photographed by smartphones

R Bernardino, RD Lins, RS Barboza - Journal of Imaging, 2023 - mdpi.com
Smartphones with an in-built camera are omnipresent today in the life of over eighty percent
of the world's population. They are very often used to photograph documents. Document …

Texture-based Document Binarization

R Bernardino, RD Lins, R Barboza - Proceedings of the ACM …, 2024 - dl.acm.org
Image binarization, the conversion of a color image into its monochromatic version, plays a
key role in many document processing pipelines. The technical literature presents over a …

A new binarization algorithm for historical documents

M Almeida, RD Lins, R Bernardino, D Jesus, B Lima - Journal of Imaging, 2018 - mdpi.com
Monochromatic documents claim for much less computer bandwidth for network
transmission and storage space than their color or even grayscale equivalent. The …

ICDAR 2019 time-quality binarization competition

RD Lins, E Kavallieratou, EB Smith… - 2019 International …, 2019 - ieeexplore.ieee.org
The ICDAR 2019 Time-Quality Binarization Competition assessed the performance of
seventeen new together with thirty previously published binarization algorithms. The quality …

A survey of entropy image thresholding techniques

L Mahmoudi, A El Zaart - 2012 2nd international conference on …, 2012 - ieeexplore.ieee.org
Entropy-based image thresholding has received considerable interest in recent years. It is
an important concept in the area of image segmentation. The entropy-based approach was …

The winner takes it all: Choosing the “best” binarization algorithm for photographed documents

RD Lins, RB Bernardino, R Barboza… - International Workshop on …, 2022 - Springer
Abstract The recent Time-Quality Binarization Competitions have shown that no single
binarization algorithm is good for all kinds of document images and that the time elapsed in …

Assessing binarization techniques for document images

RD Lins, MM de Almeida, RB Bernardino… - Proceedings of the …, 2017 - dl.acm.org
Image binarization is a technique widely used for documents as monochromatic documents
claim for far less space for storage and computer bandwidth for network transmission than …

Competition on Binarizing Photographed Document Images 2024 Quality, Time and Space Report

RD Lins, GP Chaves, G de F. P e Silva… - Proceedings of the …, 2024 - dl.acm.org
Many document processing platforms have image binarization as a key step. The
performance of binarization algorithms depends on several factors that span from the quality …