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: 813.69 RON
Availability: InStock

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

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Legare: Copertă tare

Editura: Springer International Publishing AG

Disponibilitate: În depozitul extern

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813.69 lei

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

Informații despre carte

Autor

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

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2017

Pagini

248

EAN

9783319502519

ISBN

3319502514

Enbook ID

15359031

Editura

Springer International Publishing AG

Greutate

5266

Dimensiuni

155 x 235 x 21

Descriere completă

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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