Automatic digital document processing and management : problems, algorithms and techniques

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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. … full description

Bibliographic Details

Main Author

Stefano Ferilli

Document Type

Books

Physical Description

xxvi, 297 s. : il. (některé barev.), tab.

Published

London : Springer, c2011.

Series

Advances in pattern recognition

Subjects

zpracování obrazu

počítačové vidění

počítačová věda

monografie

Bibliography

Obsahuje rejstřík

ISBN

978-0-85729-197-4