Automatic Digital Document Processing and Management: Problems, Algorithms and Techniques Contributor(s): Ferilli, Stefano (Author) |
|
ISBN: 0857291971 ISBN-13: 9780857291974 Publisher: Springer OUR PRICE: $104.49 Product Type: Hardcover - Other Formats Published: January 2011 |
Additional Information |
BISAC Categories: - Computers | Image Processing - Computers | Computer Graphics - Computers | Computer Vision & Pattern Recognition |
Dewey: 006.37 |
Series: Advances in Pattern Recognition |
Physical Information: 0.88" H x 6.4" W x 9.31" (1.35 lbs) 297 pages |
Descriptions, Reviews, Etc. |
Publisher Description: 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. |