عنوان
پدید آورنده
موضوع
رده
Q327 .F5613 2014
Q327
.
F5613
2014
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
1447163087 (electronic bk.)
(Number (ISBN
9781447163084 (electronic bk.)
Erroneous ISBN
1447163079 (print)
Erroneous ISBN
9781447163077 (print)
Erroneous ISBN
9783540717669
NATIONAL BIBLIOGRAPHY NUMBER
Number
dltt
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Markov models for pattern recognition :
General Material Designation
[Book]
Other Title Information
from theory to applications /
First Statement of Responsibility
Gernot A. Fink
EDITION STATEMENT
Edition Statement
Second edition
Edition Statement
Second edition
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource (xiii, 276 pages) :
Other Physical Details
illustrations.
SERIES
Series Title
Advances in computer vision and pattern recognition
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references and index
CONTENTS NOTE
Text of Note
Introduction -- Application Areas -- Part I: Theory -- Foundations of Mathematical Statistics -- Vector Quantization and Mixture Estimation -- Hidden Markov Models -- N-Gram Models -- Part II: Practice -- Computations with Probabilities -- Configuration of Hidden Markov Models -- Robust Parameter Estimation -- Efficient Model Evaluation -- Model Adaptation -- Integrated Search Methods -- Part III: Systems -- Speech Recognition -- Handwriting Recognition -- Analysis of Biological Sequences
0
SUMMARY OR ABSTRACT
Text of Note
"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
OTHER EDITION IN ANOTHER MEDIUM
International Standard Book Number
9781447163077
UNIFORM TITLE
General Material Designation
Mustererkennung mit Markov-Modellen.
Language (when part of a heading)
English
TOPICAL NAME USED AS SUBJECT
Markov processes.
Pattern perception-- Mathematical models.
DEWEY DECIMAL CLASSIFICATION
Number
006
.
4
Edition
22
LIBRARY OF CONGRESS CLASSIFICATION
Class number
Q327
Book number
.
F5613
2014
PERSONAL NAME - PRIMARY RESPONSIBILITY
Fink, Gernot A.
CORPORATE BODY NAME - ALTERNATIVE RESPONSIBILITY
Ohio Library and Information Network.
ORIGINATING SOURCE
Date of Transaction
20150224074345.0
Cataloguing Rules (Descriptive Conventions))
pn
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
