Learning-based word spotting system for Arabic handwritten documents

Khayyat, Muna; Lam, Louisa; Suen, Ching Y.

doi:10.1016/j.patcog.2013.08.014

Cited by 45 publications

(28 citation statements)

References 26 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Both Islamic boarding school and Islamic school, actually, agree on that Arabic language is a unity, but techniques of learn may be different. The important one is that they should be done in balance and consistently (Kern, Lingnau, & Paul, 2015;Khayyat, Lam, & Suen, 2014).…”

Section: Nazhariyah Al-wihdah: An Approach In Arabic Learnmentioning

confidence: 99%

Ecletic Method for Arabic Learning in Islamic School of Indonesia

Wekke¹,

Yusuf²,

Muttaqien³

2018

Preprint

View full text Add to dashboard Cite

Arabic learning was starting from an assumption that its method was more important than its materials. This assumption then saw that its success would be determined by methods selected by the teacher. This paper discusses the paradigm encouraged Arabic teachers to master several methods considered effective and efficient to achieve the goals of learning Arabic. Starting from this, eclectic method was born as central axis to provide various alternative methods combined to support each other in achieving the goals of learning Arabic. There were, in the past, facts showing that the causes of failures of learning foreign languages were, among others, teachers' capability to select proper and attracting methods. This statement showed that the cause was the inappropriateness of method selection which led to students' desperation. Finally, some recomendations will be presented to enhance Arabic language learning.

show abstract

Section: Nazhariyah Al-wihdah: An Approach In Arabic Learnmentioning

confidence: 99%

Ecletic Method for Arabic Learning in Islamic School of Indonesia

Wekke¹,

Yusuf²,

Muttaqien³

2018

Preprint

View full text Add to dashboard Cite

show abstract

“…The authors in [30] proposed a model-based similarity between vector sequences of handwritten word images with semi-continuous Gaussian mixture HMMs. Coherent learning segmentation based Arabic handwritten word spotting system [31] in which can adapt to the nature of Arabic handwriting and the system recognizes Pieces of Arabic Words (PAWs). Based on inkball character models, Howe [28] proposed a word spotting method using synthetic models composed of individual characters.…”

Section: Related Workmentioning

confidence: 99%

Bag of Visual Words for Word Spotting in Handwritten Documents Based on Curvature Features

C¹,

Prabhakar²

2017

IJCSIT

View full text Add to dashboard Cite

show abstract

“…The proposed words spotting system achieved recall rates 95.75% on average while keeping the precision at 96.47% on average. M. Khayyat et al [5] develop a learning-based word spotting system for Arabic handwritten documents by adapting the nature of Arabic handwriting, which can have variable boundaries between words and sub words. This technique has performance a recall of 96.0% for recall and 95.4 for precision.…”

Section: Abdulmunim and Abassmentioning

confidence: 99%

Header-Words Based for Printed Arabic Document Images Retrieval System

2017

ijs

View full text Add to dashboard Cite

Printed Arabic document image retrieval is a very important and needed system for many companies, governments and various users. In this paper, a printed Arabic document images retrieval system based on spotting the header words of official Arabic documents is proposed. The proposed system uses an efficient segmentation, preprocessing methods and an accurate proposed feature extraction method in order to prepare the document for classification process. Besides that, Support Vector Machine (SVM) is used for classification. The experiments show the system achieved best results of accuracy that is 96.8% by using polynomial kernel of SVM classifier.

show abstract

Learning-based word spotting system for Arabic handwritten documents

Cited by 45 publications

References 26 publications

Ecletic Method for Arabic Learning in Islamic School of Indonesia

Ecletic Method for Arabic Learning in Islamic School of Indonesia

Bag of Visual Words for Word Spotting in Handwritten Documents Based on Curvature Features

Header-Words Based for Printed Arabic Document Images Retrieval System

Contact Info

Product

Resources

About