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Handwriting Recognition on Hardback by Zhi-Qiang Liu
Handwriting Recognition on Hardback 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
July 21st, 2003
Audience
  • General (US: Trade)
Illustrations
XV, 230 p.
Pages
230
Dimensions
156x234x15
ISBN-13
9783540401773
Product ID
2494758

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