手書き文字の認識 Handwriting Recognition : Soft Computing and Probabilistic Approaches (Studies in Fuzziness and Soft Computing Vol.133) （2003. 230 p. 24,5 cm）

手書き文字の認識<br>Handwriting Recognition : Soft Computing and Probabilistic Approaches (Studies in Fuzziness and Soft Computing Vol.133) （2003. 230 p. 24,5 cm）

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手書き文字の認識
Handwriting Recognition : Soft Computing and Probabilistic Approaches (Studies in Fuzziness and Soft Computing Vol.133) （2003. 230 p. 24,5 cm）

Liu, Z.-Q./ Cai, J.-H./ Buse, R.

SPRINGER, BERLIN（2003発売）

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製本 Hardcover:ハードカバー版／ページ数 230 p.
商品コード 9783540401773

基本説明

Explores methods that use fuzzy logic and fuzzy sets for handwriting recognition.

Full 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.