Automatic Digital Document Processing and Management
Problems, Algorithms and Techniques
Nonfiction, Computers, Advanced Computing, Engineering, Optical Data Processing, Application Software, Computer Graphics, General Computing
| Author: | Stefano Ferilli | ISBN: | 9780857291981 |
| Publisher: | Springer London | Publication: | January 3, 2011 |
| Imprint: | Springer | Language: | English |
| Author: | Stefano Ferilli |
| ISBN: | 9780857291981 |
| Publisher: | Springer London |
| Publication: | January 3, 2011 |
| Imprint: | Springer |
| Language: | English |
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.
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.
