Automatic digital document processing and management : problems, algorithms and techniques / Stefano Ferilli.

• Part I: Digital Documents Documents Digital Formats Legal and Security Aspects -- Part II: Document Analysis Image Processing Document Image Analysis -- Part III: Content Processing Natural Language Processing Information Management. 

• 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. 

Ämnesord

Optical pattern recognition.  (LCSH)

Electronic data processing.  (LCSH)

Documentation  -- Data processing. (LCSH)

Document imaging systems.  (LCSH)

Electronic records.  (LCSH)

Image processing  -- Digital techniques. (LCSH)

Multimedia systems.  (LCSH)

Cryptograph.  (LCSH)

Klassifikation

TA1650 (LCC)

006.42 (DDC)

06.64 (bcl)

68U10 (msc)

94A60 (msc)

Pueam (kssb/8 (machine generated))