Recognizing handwritten Arabic words using grapheme segmentation and recurrent neural networks

GA Abandah, FT Jamour, EA Qaralleh - International Journal on Document …, 2014 - Springer
The Arabic alphabet is used in around 27 languages, including Arabic, Persian, Kurdish,
Urdu, and Jawi. Many researchers have developed systems for recognizing cursive …

Challenges in baseline detection of Arabic script based languages

S Naz, MI Razzak, K Hayat, MW Anwar… - Intelligent Systems for …, 2014 - Springer
In this chapter, we present baseline detection challenges for Arabic script based languages
and targeted Nastaliq and Naskh writing style. Baseline is an important step in the OCR as it …

[PDF][PDF] Graphemes segmentation for arabic online handwriting modeling

H Boubaker, N Tagougui, H El Abed… - Journal of information …, 2014 - koreascience.kr
In the cursive handwriting recognition process, script trajectory segmentation and modeling
represent an important task for large or open lexicon context that becomes more …

Распознавание рукописного текста с использованием нейронных сетей

АВ Скрыпников, ВВ Денисенко, ЕГ Хитров… - Современные …, 2021 - elibrary.ru
Большое внимание в последнее время уделяется проблеме распознавания образов,
изображений, текста, речи. В рамках данной статьи рассматривается проблема …

On-line Arabic handwriting recognition system based on HMM

H Ahmed, SA Azeem - 2011 International Conference on …, 2011 - ieeexplore.ieee.org
The purpose of this research is to improve the recognition rate of on-line Arabic handwriting
recognition using HMM (Hidden Markov Model). Delayed strokes are removed from the on …

Towards classification of weeds through digital image

M Mursalin, M Mesbah-Ul-Awal - 2014 Fourth International …, 2014 - ieeexplore.ieee.org
Maximum production of crops mostly depended on proper management of weeds. In this
paper we proposed an automated weed control system which can differentiate the weeds …

Text lines and PAWs segmentation of handwritten Arabic document by two hybrid methods

SS Maddouri, F Ghazouani… - 2014 1st International …, 2014 - ieeexplore.ieee.org
We present in this paper two hybrid segmentation methods of handwritten Arabic script. Both
methods allow the segmentation of Arabic document in text lines and the segmentation of …

[PDF][PDF] Fuzzy based preprocessing using fusion of online and offline trait for online urdu script based languages character recognition

MI Razzak, SA Husain, AA Mirza… - International Journal of …, 2012 - academia.edu
Character recognition has been fascinating and intense field of pattern recognition research
since early days of computer. This task becomes more challenging when it involves Urdu …

Recognizing handwritten Arabic script through efficient skeleton-based grapheme segmentation algorithm

GA Abandah, FT Jamour - 2010 10th International Conference …, 2010 - ieeexplore.ieee.org
To recognize unlimited set of handwritten Arabic words, an efficient segmentation algorithm
is needed to segment these cursive words into a limited set of primal graphemes. We …

Multiclassifiers system for handwritten Arabic literal amounts recognition based on enhanced feature extraction model

A Menasria, A Bennia, M Nemissi… - Journal of Electronic …, 2018 - spiedigitallibrary.org
This paper proposes a recognition system for handling Arabic literal amounts based on
three proposed strategies. First, an enhanced feature extraction model based on the part of …