Segmentation of handwritten arabic graphemes using a directed convolutional neural network and mathematical morphology operations

M Elkhayati, Y Elkettani, M Mourchid - Pattern Recognition, 2022 - Elsevier
Due to the nature of Arabic handwriting, segmenting words into characters/graphemes is the
most difficult and critical task of the recognition system. The present paper proposes an …

Statistical geometric components of straight lines (SGCSL) feature extraction method for offline Arabic/Persian handwritten words recognition

R Tavoli, M Keyvanpour, S Mozaffari - IET Image Processing, 2018 - Wiley Online Library
In this study, the authors present a new feature extraction method for handwritten
Arabic/Persian language word recognition. This feature is based on the angle, number …

[DOC][DOC] Off-Line handwriting Arabic text recognition: a survey

I Yousif, A Shaout - International Journal of Advanced Research in …, 2014 - researchgate.net
Automatic recognition of offline Handwriting in general is a difficult task. However,
comparing with other language, due the nature of Arabic scripts, recognition of Arabic scrip …

Enhanced technique for Arabic handwriting recognition using deep belief network and a morphological algorithm for solving ligature segmentation

N Essa, E El‐Daydamony, AA Mohamed - ETRI journal, 2018 - Wiley Online Library
Arabic handwriting segmentation and recognition is an area of research that has not yet
been fully understood. Dealing with Arabic ligature segmentation, where the Arabic …

Document Analysis and Recognition: A survey

S NIGAM, S Verma, P Nagabhushan - Authorea Preprints, 2023 - techrxiv.org
The journey of research for Document Analysis and Recognition (DAR) started with the
problem of automatic character recognition. Today, it has covered a vast span of recognition …

Multi-head Self-attention and BGRU for Online Arabic Grapheme Text Segmentation

Y Hamdi, B Rabhi, T Dhieb… - … on Cyberworlds (CW), 2023 - ieeexplore.ieee.org
The segmentation of online handwritten Arabic text into graphemes/characters is a
challenging task for the recognition system due to the nature of this script. That is why, it is …

[PDF][PDF] Advanced stroke labelling technique based on directions features for arabic character segmentation

TAK Abu-Ain, S Abdullah, K Omar… - Asia-Pacific Journal …, 2019 - journalarticle.ukm.my
Offline Character segmentation of text images is an important step in many document image
analysis and recognition (DIAR) applications. However, the character segmentation of both …

An Innovative Ground Truth Dataset for Automated Validation of Arabic Handwritten Character Segmentation Algorithms

M El Khayati, A Ouba, Y El Kettani… - Proceedings of the 6th …, 2023 - dl.acm.org
Character segmentation is one of the most critical phases of Arabic handwriting recognition
systems. The validation of Arabic Handwritten Character Segmentation (AHCS) algorithms …

Pattern primitive based malayalam handwritten character recognition studies for real-time applications

KB Baiju - 2023 - scholar.uoc.ac.in
The communication between people in society is partially replaced with machines as one
part of the process for a few decades. As technology dwelt faster changes, more and more …

Improved Arabic handwriting word segmentation approach using Random Forests

RM Abdeen, A Afifi, AB El-Sisi - 2015 IEEE/ACS 12th …, 2015 - ieeexplore.ieee.org
In this work, an approach for Arabic handwriting word segmentation is proposed. In this
approach words are over-segmented and the segmentation points (SPs) are then validated …