A comprehensive survey of mostly textual document segmentation algorithms since 2008

S Eskenazi, P Gomez-Krämer, JM Ogier - Pattern recognition, 2017 - Elsevier
In document image analysis, segmentation is the task that identifies the regions of a
document. The increasing number of applications of document analysis requires a good …

CNN-based methods for offline arabic handwriting recognition: a review

M El Khayati, I Kich, Y Taouil - Neural Processing Letters, 2024 - Springer
Abstract Arabic Handwriting Recognition (AHR) is a complex task involving the
transformation of handwritten Arabic text from image format into machine-readable data …

Text line extraction for historical document images

R Saabni, A Asi, J El-Sana - Pattern Recognition Letters, 2014 - Elsevier
In this paper we present a language independent global method for automatic text line
extraction. The proposed approach computes an energy map of a text image and …

[HTML][HTML] Learning-free text line segmentation for historical handwritten documents

B Kurar Barakat, R Cohen, A Droby, I Rabaev… - Applied Sciences, 2020 - mdpi.com
We present a learning-free method for text line segmentation of historical handwritten
document images. This method relies on automatic scale selection together with second …

Survey on segmentation and recognition of handwritten arabic script

AAA Ali, M Suresha - SN Computer Science, 2020 - Springer
The issue of handwritten recognition in Arabic script nature has attracted many researchers
from both academic and industrial fields. But their efforts have not reached satisfying …

A graph-based approach for segmenting touching lines in historical handwritten documents

D Fernández-Mota, J Lladós, A Fornés - International Journal on …, 2014 - Springer
Text line segmentation in handwritten documents is an important task in the recognition of
historical documents. Handwritten document images contain text lines with multiple …

BN-DRISHTI: Bangla document recognition through instance-level segmentation of handwritten text images

SM Jubaer, N Tabassum, MA Rahman… - … Conference on Document …, 2023 - Springer
Handwriting recognition remains challenging for some of the most spoken languages, like
Bangla, due to the complexity of line and word segmentation brought by the curvilinear …

Efficient character segmentation approach for machine-typed documents

V Vučković, B Arizanović - Expert Systems with Applications, 2017 - Elsevier
In this paper an efficient approach for segmentation of the individual characters from
scanned documents typed on old typewriters is proposed. The approach proposed in this …

Segmentation of Arabic handwritten documents into text lines using watershed transform

Y Boulid, A Souhar, M Ouagague, E Ameur - 2017 - reunir.unir.net
A crucial task in character recognition systems is the segmentation of the document into text
lines and especially if it is handwritten. When dealing with non-Latin document such as …

Arabic handwritten text line extraction using connected component analysis from a multi agent perspective

Y Boulid, A Souhar, MY Elkettani - 2015 15th International …, 2015 - ieeexplore.ieee.org
This paper presents an approach to extract curved text lines from Arabic handwritten
documents, based on the perception mechanisms involved in the human reading process …