Multiclass classification of unconstrained handwritten Arabic words using machine learning approaches

JH AlKhateeb, J Jiang, J Ren, F Khelifi… - The Open Signal …, 2009 - benthamopen.com
In this paper, we propose and describe efficient multiclass classification and recognition of
unconstrained handwritten Arabic words using machine learning approaches which include …

An assessment of Arabic handwriting recognition technology

SN Srihari, G Ball - Guide to OCR for Arabic Scripts, 2012 - Springer
Automated methods for the recognition of Arabic script are at an early stage compared to
their counterparts for the recognition of Latin and Chinese scripts. An assessment of the …

[PDF][PDF] A Frame Work For Arabic Handwritten Recognition Based on Segmentation

A Lawgali, M Angelova, A Bouridane - 2014 - repository.uob.edu.ly
Automatic off-line Arabic handwriting recognition still faces a big challenges. Due to the
cursive nature of the Arabic language, most of published works are based on recognition of …

[PDF][PDF] Oiahcr: online isolated arabic handwritten character recognition using neural network.

B Alijla, K Kwaik - Int. Arab J. Inf. Technol., 2012 - iajit.org
In this paper, an online isolated Arabic handwritten character recognition system is
introduced. The system can be adapted to achieve the demands of hand-held and digital …

Offline Arabic handwriting recognition using hidden Markov models and post-recognition lexicon matching

AH Metwally, MI Khalil… - 2017 12th International …, 2017 - ieeexplore.ieee.org
Arabic handwriting recognition is fairly complex operation due to the similarities between
different letters under similar writing styles. This paper presents a new approach on offline …

A novel fuzzy approach for handwritten Arabic character recognition

M Kef, L Chergui, S Chikhi - Pattern Analysis and Applications, 2016 - Springer
The aim of our work is to present a new method based on structural characteristics and a
fuzzy classifier for off-line recognition of handwritten Arabic characters in all their forms …

Pixel distribution-based features for offline Arabic handwritten word recognition

QA Al-Nuzaili, SZM Hashim, F Saeed… - International …, 2017 - inderscienceonline.com
Handwritten word recognition is the ability of a computer to receive and interpret intelligible
handwritten input. An important document recognition application is bank cheque …

Enhanced structural perceptual feature extraction model for Arabic literal amount recognition

Q Al-Nuzaili, SZM Hashim, F Saeed… - International …, 2016 - inderscienceonline.com
One of the important applications for document recognition is the bank cheque processing,
which is known as cheque literal amount. A few studies focused on Arabic bank cheque …

[PDF][PDF] A novel method to detect segmentation points of arabic words using peaks and neural network

J Ramdan, K Omar, M Faidzul - International Journal on Advanced …, 2017 - core.ac.uk
Many methods of segmentation using detection of segmentation points or where the location
of segmentation points is expected before the segmentation process, the validity of …

基于几何形状分析的藏文字符识别

周纬, 陈良育, 曾振柄 - 计算机工程与应用, 2012 - cqvip.com
在分析藏文的几何结构的基础上, 提出了一种基于几何形状分析的藏文识别方法.
通过对藏文的辅音和元音符号的几何特征提取, 达到学习的目的, 根据印刷体藏文的组成结构 …