Automatic Digital Document Processing and Management

Problems, Algorithms and Techniques
2011
ISBN: 978-0-85729-197-4
Verlag: Springer

Buch, Englisch, 297 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 712 g

Reihe: Advances in Computer Vision and Pattern Recognition

This text reviews the issues involved in handling and processing digital documents. Examining the full range of a document’s lifetime, the book covers acquisition, representation, security, pre-processing, layout analysis, understanding, analysis of single components, information extraction, filing, indexing and retrieval. Features: provides a list of acronyms and a glossary of technical terms; contains appendices covering key concepts in machine learning, and providing a case study on building an intelligent system for digital document and library management; discusses issues of security, and legal aspects of digital documents; examines core issues of document image analysis, and image processing techniques of particular relevance to digitized documents; reviews the resources available for natural language processing, in addition to techniques of linguistic analysis for content handling; investigates methods for extracting and retrieving data/information from a document.

Zielgruppe

Research

Autoren/Hrsg.

Ferilli, Stefano

Fachgebiete

• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Automatische Datenerfassung, Datenanalyse
• Mathematik | Informatik EDV | Informatik Informatik Natürliche Sprachen & Maschinelle Übersetzung

Inhaltsverzeichnis

Part I: Digital Documents.- Documents.- Digital Formats.- Legal and Security Aspects.- Part II: Document Analysis.- Image Processing.- Document Image Analysis.- Part III: Content Processing.- Natural Language Processing.- Information Management.