Combining slanted-frame classifiers for improved HMM-based Arabic handwriting recognition

RAH Mohamad, L Likforman-Sulem… - IEEE transactions on …, 2008 - ieeexplore.ieee.org
The problem addressed in this study is the offline recognition of handwritten Arabic city
names. The names are assumed to belong to a fixed lexicon of about 1,000 entries. A state …

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 …

Supervised collaboration for syntactic annotation of Quranic Arabic

K Dukes, E Atwell, N Habash - Language resources and evaluation, 2013 - Springer
Abstract The Quranic Arabic Corpus (http://corpus. quran. com) is a collaboratively
constructed linguistic resource initiated at the University of Leeds, with multiple layers of …

A study on font-family and font-size recognition applied to Arabic word images at ultra-low resolution

F Slimane, S Kanoun, J Hennebert, AM Alimi… - Pattern Recognition …, 2013 - Elsevier
In this paper, we propose a new font and size identification method for ultra-low resolution
Arabic word images using a stochastic approach. The literature has proved the difficulty for …

Recognition of off-line printed Arabic text using Hidden Markov Models

HA Al-Muhtaseb, SA Mahmoud, RS Qahwaji - Signal processing, 2008 - Elsevier
This paper describes a technique for automatic recognition of off-line printed Arabic text
using Hidden Markov Models. In this work different sizes of overlap** and non …

New features using fractal multi-dimensions for generalized Arabic font recognition

SB Moussa, A Zahour, A Benabdelhafid… - Pattern Recognition …, 2010 - Elsevier
In this work, a new method is proposed to the widely neglected problem of Arabic font
recognition, it uses global texture analysis. This method is based on fractal geometry, and …

Semi-continuous HMMs with explicit state duration for unconstrained Arabic word modeling and recognition

A Benouareth, A Ennaji, M Sellami - Pattern Recognition Letters, 2008 - Elsevier
In this paper, we describe an off-line unconstrained handwritten Arabic word recognition
system based on segmentation-free approach and semi-continuous hidden Markov models …

Statistical parsing by machine learning from a classical Arabic treebank

K Dukes - arxiv preprint arxiv:1510.07193, 2015 - arxiv.org
Research into statistical parsing for English has enjoyed over a decade of successful results.
However, adapting these models to other languages has met with difficulties. Previous …

Bayes classification of online arabic characters by gibbs modeling of class conditional densities

N Mezghani, A Mitiche, M Cheriet - IEEE Transactions on …, 2008 - ieeexplore.ieee.org
This study investigates Bayes classification of online Arabic characters represented by
histograms of tangent differences and Gibbs modeling of the class-conditional probability …

Combination of HMM-based classifiers for the recognition of Arabic handwritten words

R Al-Hajj, C Mokbel… - … Conference on Document …, 2007 - ieeexplore.ieee.org
In this paper we present a two-stage system for the off-line recognition of cursive Arabic
handwritten words. The proposed method is analytic without segmentation, and is able to …