Markov Models for Pattern Recognition
from theory to applications
$255.97
- Paperback
276 pages
- Release Date
27 August 2016
Summary
This thoroughly revised and expanded new edition now includes a more detailed treatment of the EM algorithm, a description of an efficient approximate Viterbi-training procedure, a theoretical derivation of the perplexity measure and coverage of multi-pass decoding based on n-best search. Supporting the discussion of the theoretical foundations of Markov modeling, special emphasis is also placed on practical algorithmic solutions. Features: introduces the formal framework for Markov models; c…
Book Details
| ISBN-13: | 9781447171331 |
|---|---|
| ISBN-10: | 1447171330 |
| Author: | Gernot A. Fink |
| Publisher: | Springer London Ltd |
| Imprint: | Springer London Ltd |
| Format: | Paperback |
| Number of Pages: | 276 |
| Edition: | 2nd |
| Release Date: | 27 August 2016 |
| Weight: | 4.45kg |
| Dimensions: | 235mm x 155mm |
| Series: | Advances in Computer Vision and Pattern Recognition |
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What They're Saying
Critics Review
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)
About The Author
Gernot A. Fink
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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