Optical Character Recognition Systems for Different Languages with Soft Computing - Couverture souple

Livre 120 sur 183: Studies in Fuzziness and Soft Computing

Chaudhuri, Arindam

 
9783319843575: Optical Character Recognition Systems for Different Languages with Soft Computing
Couverture souple
ISBN 10 : 3319843575 ISBN 13 : 9783319843575
Editeur : Springer, 2018

Synopsis

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer
Date d'édition
2018
Langue
anglais
ISBN 10 
3319843575
ISBN 13 
9783319843575
Reliure
Broché
Nombre de pages
268
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Autres éditions populaires du même titre

9783319502519: Optical Character Recognition Systems for Different Languages with Soft Computing

Edition présentée

ISBN 10 :  3319502514 ISBN 13 :  9783319502519
Editeur : Springer, 2017
Couverture rigide