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Книга Optical Character Recognition Systems for Different Languages with Soft Computing Arindam Chaudhuri

Optical Character Recognition Systems for Different Languages with Soft Computing

Автор: Arindam Chaudhuri, Krupa Mandaviya, Pratixa Badelia, Soumya K Ghosh
Език: Английски език
Корици: С меки корици
Издател: Springer International Publishing AG
Наличност: Външен склад
Изпращаме след 5-8 дни
157.54 € 308.11 лв
The book offers a comprehensive survey of soft-computing models for optical character recognition sy...

Информация за книгата

Автор
Arindam Chaudhuri, Krupa Mandaviya, Pratixa Badelia, Soumya K Ghosh
Език
Английски език
Корици
Книга - С меки корици
Издадена
2018
страници
248
EAN
9783319843575
Enbook ID
20093628
Издател
Springer International Publishing AG
Теглоt
415
Размери
155 x 14 x 15

Пълно описание

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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