Automatic digital document processing and management problems, algorithms and techniques / [electronic resource] :
- 作者： Ferilli, Stefano.
- 其他作者：
- 出版： London : Springer-Verlag London Limited
- 叢書名： Advances in pattern recognition
- 主題： Text processing (Computer science) , Image processing--Digital techniques , Computer science , Image Processing and Computer Vision.
- ISBN： 9780857291981 (electronic bk.) 、 9780857291974 (paper)
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FIND@SFXID:
CGU
- 資料類型: 電子書
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讀者標籤：
- 系統號： 005068740 | 機讀編目格式
館藏資訊
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.