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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: 136.09 EUR
Availability: InStock
Author: Arindam Chaudhuri
ISBN: 9783319502519

Lingua

Inglese

Libro Rigido

Codice Libristo: 15359031

Casa editrice Springer International Publishing AG, gennaio 2017

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

Codice Libristo: 15359031

333 b

136.09 €

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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.