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Handwriting Recognition by Zhi-Qiang Liu
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Handwriting Recognition

Soft Computing and Probabilistic Approaches
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Description

This book takes a fresh look at the problem of unconstrained handwriting recognition and introduces the reader to new techniques for the recognition of written words and characters using statistical and soft computing approaches. The types of uncertainties and variations present in handwriting data are discussed in detail. The book presents several algorithms that use modified hidden Markov models and Markov random field models to simulate the handwriting data statistically and structurally in a single framework. The book explores methods that use fuzzy logic and fuzzy sets for handwriting recognition. The effectiveness of these techniques is demonstrated through extensive experimental results and real handwritten characters and words.
Release date Australia
December 7th, 2010
Audience
  • Professional & Vocational
Edition
Softcover reprint of hardcover 1st ed. 2003
Illustrations
XV, 230 p.
Pages
230
Dimensions
155x235x13
ISBN-13
9783642072802
Product ID
8939008

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