Markov models for pattern recognition [electronic resource] : from theory to applications / Gernot A. Fink.
2014
Q327 .F5613 2014
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Title
Markov models for pattern recognition [electronic resource] : from theory to applications / Gernot A. Fink.
Author
Uniform Title
Mustererkennung mit Markov-Modellen. English
Edition
Second edition.
ISBN
9781447163084 electronic book
1447163087 electronic book
9783540717669
1447163087 electronic book
9783540717669
Published
Berlin : Springer, 2014.
Language
English
Language Note
Translated from the German originally published as: Mustererkennung mit Markov-Modellen. Stuttgart : Teubner, 2003.
Description
1 online resource (xiii, 276 pages) : illustrations.
Item Number
10.1007/978-1-4471-6308-4 doi
Call Number
Q327 .F5613 2014
Dewey Decimal Classification
006.4
Summary
"This comprehensive introduction to the Markov modeling framework describes the underlying theoretical concepts - covering Hidden Markov models and Markov chain models - and presents the techniques and algorithmic solutions essential to creating real world applications. The actual use of Markov models in their three main application areas - namely speech recognition, handwriting recognition, and biological sequence analysis - is presented with examples of successful systems." "Encompassing both Markov model theory and practise, this book addresses the needs of practitioners and researchers from the field of pattern recognition as well as graduate students with a related major field of study."--BOOK JACKET.
Bibliography, etc. Note
Includes bibliographical references and index.
Access Note
Access limited to authorized users.
Source of Description
Description based on print version record.
Series
Advances in computer vision and pattern recognition.
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