Markov Models for Pattern Recognition: From Theory to Applications
Author:   Gernot A. Fink
Publisher:   Springer London Ltd
Edition:   2nd ed. 2014
ISBN:  

9781447163077


Pages:   276
Publication Date:   28 January 2014
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Markov Models for Pattern Recognition: From Theory to Applications


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Full Product Details

Author:   Gernot A. Fink
Publisher:   Springer London Ltd
Imprint:   Springer London Ltd
Edition:   2nd ed. 2014
Dimensions:   Width: 15.50cm , Height: 1.70cm , Length: 23.50cm
Weight:   0.606kg
ISBN:  

9781447163077


ISBN 10:   1447163079
Pages:   276
Publication Date:   28 January 2014
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

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.

Reviews

From the book reviews: The book is highly appropriate for researchers and practitioners dealing with pattern recognition in general and speech, character and handwriting recognition sequences, in particular. (Catalin Stoean, zbMATH 1307.68001, 2015)


From the book reviews: “The book is highly appropriate for researchers and practitioners dealing with pattern recognition in general and speech, character and handwriting recognition sequences, in particular.” (Catalin Stoean, zbMATH 1307.68001, 2015)


Author Information

Prof. Dr.-Ing. Gernot A. Fink is Head of the Pattern Recognition Research Group at TU Dortmund University, Dortmund, Germany. His other publications include the Springer title Markov Models for Handwriting Recognition.

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