Document layout analysis: a comprehensive survey

GM Binmakhashen, SA Mahmoud - ACM Computing Surveys (CSUR), 2019 - dl.acm.org
Document layout analysis (DLA) is a preprocessing step of document understanding
systems. It is responsible for detecting and annotating the physical structure of documents …

Historical document image binarization: A review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This review provides a comprehensive view of the field of historical document image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 …

GiB: A ame Theory nspired inarization Technique for Degraded Document Images

S Bhowmik, R Sarkar, B Das… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Document image binarization classifies each pixel in an input document image as either
foreground or background under the assumption that the document is pseudo binary in …

Document image binarization using local features and Gaussian mixture modeling

N Mitianoudis, N Papamarkos - Image and Vision Computing, 2015 - Elsevier
In this paper, we address the document image binarization problem with a three-stage
procedure. First, possible stains and general document background information are …

An analysis of the transition proportion for binarization in handwritten historical documents

MA Ramírez-Ortegón, LL Ramírez-Ramírez… - Pattern recognition, 2014 - Elsevier
In this paper, we will present a mathematical analysis of the transition proportion for the
normal threshold (NorT) based on the transition method. The transition proportion is a …

[图书][B] Deep Learning for Document Image Analysis

CA Tensmeyer - 2019 - search.proquest.com
Automatic machine understanding of documents from image inputs enables many
applications in modern document workflows, digital archives of historical documents, and …

Handwritten Manuscripts Binarization Approach using Moth-Flame Optimization

M Abd Elfattah, S Abuelenin… - Mansoura Journal for …, 2019 - journals.ekb.eg
Mostly, historical documents contain a lot of information which is more useful for different
kinds of generation. They had been written for 1000 years ago, but these documents suffer …