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Automatic Digital Document Processing and Management: Problems, Algorithms and Techniques. 2011 ed.
・ISBN 978-1-4471-2621-8 paper EUR 99.99
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| 著者・編者 | Ferilli, Stefano, |
|---|---|
| シリーズ | (Advances in Computer Vision and Pattern Recognition) |
| 出版社 | (Springer London Ltd, UK) |
| 出版年月 | 2013 |
| ページ数 | 297 pp. |
| 言語 | ENG |
| ニュース番号 | <A05-53252> |
解説
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.