Guide to OCR for Arabic Scripts

Optical Character Recognition (OCR) is a key technology enabling access to digital text data. This technique is especially valuable for Arabic scripts, for which there has been very little digital access. Arabic script is widely used today. It is estimated that approximately 200 million people use A...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Märgner, Volker (Editor ), El Abed, Haikal (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: London : Springer London : Imprint: Springer, 2012.
Edición:1st ed. 2012.
Temas:
Computer vision.
Natural language processing (Computer science).
Pattern recognition systems.
Computer Vision.
Natural Language Processing (NLP).
Automated Pattern Recognition.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Part I: Pre-Processing
  • An Assessment of Arabic Handwriting Recognition Technology
  • Layout Analysis of Arabic Script Documents
  • A Multi-Stage Approach to Arabic Document Analysis
  • Pre-Processing Issues in Arabic OCR
  • Segmentation of Ancient Arabic Documents
  • Features for HMM-Based Arabic Handwritten Word Recognition Systems
  • Part II: Recognition
  • Printed Arabic Text Recognition
  • Handwritten Arabic Word Recognition Using the IFN/ENIT-Database
  • RWTH OCR: A Large Vocabulary Optical Character Recognition System for Arabic Scripts
  • Arabic Handwriting Recognition using Bernoulli HMMs
  • Handwritten Farsi Words Recognition Using Hidden Markov Models
  • Offline Arabic Handwriting Recognition with Multidimensional Recurrent Neural Networks
  • Application of Fractal Theory in Farsi/Arabic Document Analysis
  • Multi-Stream Markov Models for Arabic Handwriting Recognition
  • Towards Distributed Cursive Writing OCR Systems based on the Combination of Complementary Approaches
  • Part III: Evaluation
  • Data Collection and Annotation for Arabic Document Analysis
  • Arabic Handwriting Recognition Competitions
  • Benchmarking Strategy for Arabic Screen Rendered Word Recognition
  • Part IV: Applications
  • A Robust Word Spotting System for Historical Arabic Manuscripts
  • Arabic Text recognition using a Script-Independent Methodology: A Unified HMM-based Approach for Machine-print and Handwritten Text
  • Arabic Handwriting Recognition Using VDHMM and Over-Segmentation
  • Online Arabic Databases and Applications
  • Online Arabic Handwritten Words Recognition Based on HMM and Combination of Online and Offline Features
  • Part I: Pre-Processing
  • An Assessment of Arabic Handwriting Recognition Technology
  • Layout Analysis of Arabic Script Documents
  • A Multi-Stage Approach to Arabic Document Analysis
  • Pre-Processing Issues in Arabic OCR
  • Segmentation of Ancient Arabic Documents
  • Features for HMM-Based Arabic Handwritten Word Recognition Systems
  • Part II: Recognition
  • Printed Arabic Text Recognition
  • Handwritten Arabic Word Recognition Using the IFN/ENIT-Database
  • RWTH OCR: A Large Vocabulary Optical Character Recognition System for Arabic Scripts
  • Arabic Handwriting Recognition using Bernoulli HMMs
  • Handwritten Farsi Words Recognition Using Hidden Markov Models
  • Offline Arabic Handwriting Recognition with Multidimensional Recurrent Neural Networks
  • Application of Fractal Theory in Farsi/Arabic Document Analysis
  • Multi-Stream Markov Models for Arabic Handwriting Recognition
  • Towards Distributed Cursive Writing OCR Systems based on the Combination of Complementary Approaches
  • Part III: Evaluation
  • Data Collection and Annotation for Arabic Document Analysis
  • Arabic Handwriting Recognition Competitions
  • Benchmarking Strategy for Arabic Screen Rendered Word Recognition
  • Part IV: Applications
  • A Robust Word Spotting System for Historical Arabic Manuscripts
  • Arabic Text recognition using a Script-Independent Methodology: A Unified HMM-based Approach for Machine-print and Handwritten Text
  • Arabic Handwriting Recognition Using VDHMM and Over-Segmentation
  • Online Arabic Databases and Applications
  • Online Arabic Handwritten Words Recognition Based on HMM and Combination of Online and Offline Features.

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