Automatic Digital Document Processing and Management

Problems, Algorithms and Techniques

Stefano Ferilli (Autor)

Buch | Softcover

297 Seiten

2013
Springer London Ltd (Verlag)
978-1-4471-2621-8 (ISBN)

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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.

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.

Reihe/Serie	Advances in Pattern Recognition
Zusatzinfo	XXVI, 297 p.
Verlagsort	England
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
ISBN-10	1-4471-2621-1 / 1447126211
ISBN-13	978-1-4471-2621-8 / 9781447126218
Zustand	Neuware