Advances in Computer Vision and Pattern Recognition
Automatic Digital Document Processing and Management
Problems, Algorithms and Techniques
Stefano Ferilli
Computers / Artificial Intelligence / Computer Vision & Pattern Recognition
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.
| Publication Date: |
27 February 2013 |
| Publisher: |
Springer London |
| Imprint: |
Springer |
| ISBN-13: |
9781447126218 |
| Format: |
Paperback softback |
| Page Count: |
297 |