Automatic Digital Document Processing and Management

Problems, Algorithms and Techniques
 HC runder Rücken kaschiert

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ISBN-13:
9780857291974
Veröffentl:
2011
Einband:
HC runder Rücken kaschiert
Erscheinungsdatum:
05.01.2011
Seiten:
324
Autor:
Stefano Ferilli
Gewicht:
712 g
Format:
241x160x25 mm
Serie:
Advances in Computer Vision and Pattern Recognition
Sprache:
Englisch
Beschreibung:

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.
Presents a broad review of the issues involved in handling and processing digital documents
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.

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