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

Ferilli, Stefano. (författare)
ISBN 9780857291974
London ; Springer, cop. 2011.
Engelska xxvi, 297 p.
Serie: Advances in pattern recognition, 1617-7916
  • Bok
Innehållsförteckning Sammanfattning Ämnesord
Stäng  
  • 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))
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