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

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9780857291974: Automatic Digital Document Processing and Management: Problems, Algorithms and Techniques

This text reviews the issues involved in handling and processing digital documents. Examining the full range of a document's lifetime, this book covers acquisition, representation, security, pre-processing, layout analysis, understanding, analysis of single components, information extraction, filing, indexing and retrieval. This title: 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; and, investigates methods for extracting and retrieving data/information from a document.

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Book Description:

From the reviews:

“This book provides a background in the area of document image analysis. It has general information on image analysis, information on document image analysis, and then information specific to the application of word and phrase recognition within document images. … I would definitely recommend this book to novice researchers in document analysis and recognition, especially to those new to computer vision as well.” (Jeremy Svendsen, IAPR Newsletter, Vol. 34 (3), July-August, 2012)

Dalla quarta di copertina:

Computer-readable documents have become ubiquitous in everyday life - from legacy documents that have been digitized, to new documents that have been created electronically. As the number of electronic documents continues to grow, so does the importance of digital methods for processing and managing these documents.

This comprehensive text/reference provides a broad review of 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. A background knowledge of the area is not required, beyond familiarity with basic concepts of computer science and mathematics; deeper technical content is provided in discrete subsections that are not essential for an understanding of other parts of the book.

Topics and features:

  • With a Foreword by Professor George Nagy of Rensselaer Polytechnic Institute, New York, USA
  • 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, including representation at a semantic level

Undergraduate and graduate students will find the text a valuable general reference on the subject, and researchers will discover how their specific area of interest is interrelated with other disciplines involved in digital document processing. The book also supplies a repertoire of potential technological solutions for professionals working on digital documents.

Dr. Stefano Ferilli is an associate professor at the University of Bari, Italy, where he is Director of the Interdepartmental Center for Logic and Applications.

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Ferilli, Stefano
Editore: Springer 2011-01-05 (2011)
ISBN 10: 0857291971 ISBN 13: 9780857291974
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Descrizione libro Springer 2011-01-05, 2011. Condizione libro: New. Brand new book, sourced directly from publisher. Dispatch time is 24-48 hours from our warehouse. Book will be sent in robust, secure packaging to ensure it reaches you securely. Codice libro della libreria NU-LBR-00877428

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Ferilli, Stefano
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ISBN 10: 0857291971 ISBN 13: 9780857291974
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Descrizione libro Springer London Ltd, United Kingdom, 2011. Hardback. Condizione libro: New. 234 x 157 mm. Language: English . Brand New Book. This text reviews the issues involved in handling and processing digital documents. Examining the full range of a document s lifetime, this book covers acquisition, representation, security, pre-processing, layout analysis, understanding, analysis of single components, information extraction, filing, indexing and retrieval. This title: 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; and, investigates methods for extracting and retrieving data/information from a document. Codice libro della libreria LIB9780857291974

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Ferilli, Stefano
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ISBN 10: 0857291971 ISBN 13: 9780857291974
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Descrizione libro Springer London Ltd, United Kingdom, 2011. Hardback. Condizione libro: New. 234 x 157 mm. Language: English . Brand New Book. This text reviews the issues involved in handling and processing digital documents. Examining the full range of a document s lifetime, this book covers acquisition, representation, security, pre-processing, layout analysis, understanding, analysis of single components, information extraction, filing, indexing and retrieval. This title: 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; and, investigates methods for extracting and retrieving data/information from a document. Codice libro della libreria LIB9780857291974

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Descrizione libro Springer, 2011. Hardcover. Condizione libro: New. book. Codice libro della libreria 0857291971

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Descrizione libro Springer London Ltd, 2011. HRD. Condizione libro: New. New Book. Delivered from our US warehouse in 10 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Codice libro della libreria I1-9780857291974

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Descrizione libro Springer, 2011. Hardback. Condizione libro: NEW. 9780857291974 This listing is a new book, a title currently in-print which we order directly and immediately from the publisher. Codice libro della libreria HTANDREE0286331

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Descrizione libro Springer, 2016. Paperback. Condizione libro: New. PRINT ON DEMAND Book; New; Publication Year 2016; Not Signed; Fast Shipping from the UK. No. book. Codice libro della libreria ria9780857291974_lsuk

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Descrizione libro Springer-Verlag Gmbh Jan 2011, 2011. Buch. Condizione libro: Neu. 243x155x28 mm. Neuware - 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. 297 pp. Englisch. Codice libro della libreria 9780857291974

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Ferilli, Stefano
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Descrizione libro Springer-Verlag Gmbh Jan 2011, 2011. Buch. Condizione libro: Neu. 243x155x28 mm. Neuware - 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. 297 pp. Englisch. Codice libro della libreria 9780857291974

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