Historical document image binarization: A review

C Tensmeyer, T Martinez - SN Computer Science, 2020 - Springer
This review provides a comprehensive view of the field of historical document image
binarization with a focus on the contributions made in the last decade. After the introduction …

Binarization of document images: A comprehensive review

WA Mustafa, MMMA Kader - Journal of Physics: Conference …, 2018 - iopscience.iop.org
Document image binarization is one important pre-processing step, especially for data
analysis. Extraction of text from images and its recognition may be challenging due to the …

A new iterative triclass thresholding technique in image segmentation

H Cai, Z Yang, X Cao, W Xia… - IEEE transactions on image …, 2014 - ieeexplore.ieee.org
We present a new method in image segmentation that is based on Otsu's method but
iteratively searches for subregions of the image for segmentation, instead of treating the full …

Cjt-deo: Condorcet's jury theorem and differential evolution optimization based ensemble of deep neural networks for pulmonary and colorectal cancer classification

G Srivastava, A Chauhan, N Pradhan - Applied Soft Computing, 2023 - Elsevier
Cancer is one of the most dangerous diseases globally, causing adverse effects on human
life, with early detection and treatment planning being crucial for patients. Amongst different …

Assessing threat of adversarial examples on deep neural networks

A Graese, A Rozsa, TE Boult - 2016 15th IEEE International …, 2016 - ieeexplore.ieee.org
Deep neural networks are facing a potential security threat from adversarial examples,
inputs that look normal but cause an incorrect classification by the deep neural network. For …

ICDAR 2021 competition on historical map segmentation

J Chazalon, E Carlinet, Y Chen, J Perret… - … on Document Analysis …, 2021 - Springer
This paper presents the final results of the ICDAR 2021 Competition on Historical Map
Segmentation (MapSeg), encouraging research on a series of historical atlases of Paris …

Binarization of document image using optimum threshold modification

WA Mustafa, MMMA Kader - Journal of Physics: Conference …, 2018 - iopscience.iop.org
Document image binarization is one important processing step, especially for data analysis.
In this paper, a new binarization based local thresholding technique'WAN'was presented …

An improved sauvola approach on document images binarization

WA Mustafa, H Yazid, M Jaafar - Journal of Telecommunication …, 2018 - jtec.utem.edu.my
Document image binarization is one important processing step, especially for data analysis.
A variable background, non-uniform illumination, and blur give a big challenging task in …

Efficient segmentation algorithm for estimation of revised reservoir capacities in Google earth engine

RK Jaiswal, G Dhruw, S Jain, RV Galkate… - Water Resources …, 2023 - Springer
The periodic assessment of the revised capacity is essential and conventional techniques
through bathymetric surveys and inflow-outflow techniques are time and resource intensive …

Leveraging effectiveness and efficiency in page stream deep segmentation

FA Braz, NC da Silva, JAS Lima - Engineering Applications of Artificial …, 2021 - Elsevier
The separation of documents contained in a page stream is a critical activity in some
segments. That is the case of the Brazilian judiciary system since it is overwhelmed with files …