Automatic Digital Document Processing and Management: Problems, Algorithms and Techniques

di Stefano Ferilli (Autore)

Springer London Ltd, 2011

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.

• Autore: Stefano Ferilli
• Editore: Springer London Ltd
• Collana: Advances in Computer Vision and Pattern Recognition
• Anno: 2011
• Rilegatura: Hardback
• Pagine: 297 p.
• Dimensioni: 235 x 155 mm
• EAN: 9780857291974

Testo in English