Optical Character Recognition Systems for Different Languages with Soft Computing: 352 (Studies in Fuzziness and Soft Computing, 352) - Hardcover

Book 120 of 183: Studies in Fuzziness and Soft Computing

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

 
9783319502519: Optical Character Recognition Systems for Different Languages with Soft Computing: 352 (Studies in Fuzziness and Soft Computing, 352)
Hardcover
ISBN 10: 3319502514 ISBN 13: 9783319502519
Publisher: Springer, 2017

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.

"synopsis" may belong to another edition of this title.

From the Back Cover

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.

"About this title" may belong to another edition of this title.

Publisher
Springer
Publication date
2017
Language
English
ISBN 10 
3319502514
ISBN 13 
9783319502519
Binding
Hardcover
Edition number
1
Number of pages
267

Other Popular Editions of the Same Title

9783319843575: Optical Character Recognition Systems for Different Languages with Soft Computing: 352 (Studies in Fuzziness and Soft Computing, 352)

Featured Edition

ISBN 10:  3319843575 ISBN 13:  9783319843575
Publisher: Springer, 2018
Softcover