Optical Character Recognition Systems for Different Languages with Soft Computing

Name: Optical Character Recognition Systems for Different Languages with Soft Computing
Brand: Springer International Publishing AG
SKU: 9783319502519
Price: 149.91 EUR
Availability: InStock

Autor: Arindam Chaudhuri, Krupa Mandaviya, Pratixa Badelia, Soumya K. Ghosh

Jazyk:

Väzba: Pevná

Vydavateľ: Springer International Publishing AG

Dostupnosť: Skladom u dodávateľa

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149.91 €

The book offers a comprehensive survey of soft-computing models for optical character recognition sy...

Informácie o knihe

Autor

Arindam Chaudhuri, Krupa Mandaviya, Pratixa Badelia, Soumya K. Ghosh

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2017

Stránok

248

EAN

9783319502519

ISBN

3319502514

Enbook ID

15359031

Vydavateľ

Springer International Publishing AG

Hmotnosť

5266

Rozmery

155 x 235 x 21

Kompletný popis

The book offers a comprehensive survey of soft-computing models for optical character recognition systems. The various techniques, including fuzzy and rough sets, artificial neural networks and genetic algorithms, are tested using real texts written in different languages, such as English, French, German, Latin, Hindi and Gujrati, which have been extracted by publicly available datasets. The simulation studies, which are reported in details here, show that soft-computing based modeling of OCR systems performs consistently better than traditional models. Mainly intended as state-of-the-art survey for postgraduates and researchers in pattern recognition, optical character recognition and soft computing, this book will be useful for professionals in computer vision and image processing alike, dealing with different issues related to optical character recognition.

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Optical Character Recognition Systems for Different Languages with Soft Computing

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