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Markov Models for Pattern Recognition: From Theory to Applications (Advances in Computer Vision and Pattern Recognition)

Gernot A. Fink




[PDF.nf62] Markov Models for Pattern Recognition: From Theory to Applications (Advances in Computer Vision and Pattern Recognition)

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 | #570166 in Books |  2014-01-15 | Original language:English | PDF # 1 |  9.21 x.69 x6.14l,1.29 | File type: PDF | 276 pages

||2 of 3 people found the following review helpful.| Good Read|By XXX|I am an engineer and I read the book. It was a fairly quick read and I learned a lot. I used some of the algorithms for work. I recommend the book. Though I had some knowledge of HMM, this could be a good introduction.|3 of 9 people found the following review helpful.| Might be easier to read in German|By B. Willia| ||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, 2

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 f...

You easily download any file type for your device.Markov Models for Pattern Recognition: From Theory to Applications (Advances in Computer Vision and Pattern Recognition)   |  Gernot A. Fink. A good, fresh read, highly recommended.

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