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Guide to OCR for Arabic Scripts

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Cover of 'Guide to OCR for Arabic Scripts'

Table of Contents

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    Book Overview
  2. Altmetric Badge
    Chapter 1 An Assessment of Arabic Handwriting Recognition Technology
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    Chapter 2 Layout Analysis of Arabic Script Documents
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    Chapter 3 A Multi-stage Approach to Arabic Document Analysis
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    Chapter 4 Pre-processing Issues in Arabic OCR
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    Chapter 5 Segmentation of Ancient Arabic Documents
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    Chapter 6 Features for HMM-Based Arabic Handwritten Word Recognition Systems
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    Chapter 7 Printed Arabic Text Recognition
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    Chapter 8 Handwritten Arabic Word Recognition Using the IFN / ENIT - database
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    Chapter 9 RWTH OCR: A Large Vocabulary Optical Character Recognition System for Arabic Scripts
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    Chapter 10 Arabic Handwriting Recognition Using Bernoulli HMMs
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    Chapter 11 Handwritten Farsi Word Recognition Using Hidden Markov Models
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    Chapter 12 Offline Arabic Handwriting Recognition with Multidimensional Recurrent Neural Networks
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    Chapter 13 Application of Fractal Theory in Farsi/Arabic Document Analysis
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    Chapter 14 Multi-stream Markov Models for Arabic Handwriting Recognition
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    Chapter 15 Toward Distributed Cursive Writing OCR Systems Based on a Combination of Complementary Approaches
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    Chapter 16 Data Collection and Annotation for Arabic Document Analysis
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    Chapter 17 Arabic Handwriting Recognition Competitions
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    Chapter 18 Benchmarking Strategy for Arabic Screen-Rendered Word Recognition
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    Chapter 19 A Robust Word Spotting System for Historical Arabic Manuscripts
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    Chapter 20 Arabic Text Recognition Using a Script-Independent Methodology: A Unified HMM-Based Approach for Machine-Printed and Handwritten Text
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    Chapter 21 Arabic Handwriting Recognition Using VDHMM and Over-segmentation
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    Chapter 22 Online Arabic Databases and Applications
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    Chapter 23 On-line Arabic Handwritten Word Recognition Based on HMM and Combination of On-line and Off-line Features
Attention for Chapter 12: Offline Arabic Handwriting Recognition with Multidimensional Recurrent Neural Networks
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Chapter title
Offline Arabic Handwriting Recognition with Multidimensional Recurrent Neural Networks
Chapter number 12
Book title
Guide to OCR for Arabic Scripts
Published by
Springer, London, January 2012
DOI 10.1007/978-1-4471-4072-6_12
Book ISBNs
978-1-4471-4071-9, 978-1-4471-4072-6
Authors

Alex Graves, Graves, Alex

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 195 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Germany 2 1%
Netherlands 1 <1%
Pakistan 1 <1%
Hong Kong 1 <1%
Austria 1 <1%
Tunisia 1 <1%
United States 1 <1%
Unknown 187 96%

Demographic breakdown

Readers by professional status Count As %
Student > Master 49 25%
Student > Ph. D. Student 45 23%
Researcher 19 10%
Student > Bachelor 12 6%
Other 10 5%
Other 24 12%
Unknown 36 18%
Readers by discipline Count As %
Computer Science 112 57%
Engineering 20 10%
Arts and Humanities 4 2%
Social Sciences 4 2%
Business, Management and Accounting 3 2%
Other 12 6%
Unknown 40 21%