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Books in English > Computing & Information Technology > Computer science > Artificial intelligence > Natural language & machine translation > Optical Character Recognition Systems for Different Languages with Soft Computing

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: 15359031
Price: 160.89 EUR
Availability: InStock
Author: Arindam Chaudhuri
ISBN: 9783319502519

Language

English

Book Hardback

Libristo code: 15359031

Publishers Springer International Publishing AG, January 2017

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

Libristo code: 15359031

394 b

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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.