Carte Handwriting Recognition Zhi-Qiang Liu

Handwriting Recognition

Soft Computing and Probabilistic Approaches

Limbă: engleză
Legare: Carte broșată
Disponibilitate: În depozitul extern
Expediem în 5-8 zile
550.27 lei
This book takes a fresh look at the problem of unconstrained handwriting recognition and introduces...

Informații despre carte

Limbă
engleză
Legare
Carte - Carte broșată
Publicat
2010
Pagini
230
EAN
9783642072802
ISBN
3642072801
Enbook ID
01652437
Greutate
400
Dimensiuni
233 x 155 x 18

Descriere completă

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.

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