Optical Character Recognition Systems for Different Languages with Soft Computing

Nonfiction, Computers, Advanced Computing, Engineering, Computer Vision, Artificial Intelligence, General Computing
Cover of the book Optical Character Recognition Systems for Different Languages with Soft Computing by Arindam Chaudhuri, Krupa Mandaviya, Pratixa Badelia, Soumya K Ghosh, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Arindam Chaudhuri, Krupa Mandaviya, Pratixa Badelia, Soumya K Ghosh ISBN: 9783319502526
Publisher: Springer International Publishing Publication: December 23, 2016
Imprint: Springer Language: English
Author: Arindam Chaudhuri, Krupa Mandaviya, Pratixa Badelia, Soumya K Ghosh
ISBN: 9783319502526
Publisher: Springer International Publishing
Publication: December 23, 2016
Imprint: Springer
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Springer International Publishing

Cover of the book Biomass Processing over Gold Catalysts by Arindam Chaudhuri, Krupa Mandaviya, Pratixa Badelia, Soumya K Ghosh
Cover of the book Head and Neck Injuries in Young Athletes by Arindam Chaudhuri, Krupa Mandaviya, Pratixa Badelia, Soumya K Ghosh
Cover of the book The Protection of Foreign Investments in Mongolia by Arindam Chaudhuri, Krupa Mandaviya, Pratixa Badelia, Soumya K Ghosh
Cover of the book Smart Cards, Tokens, Security and Applications by Arindam Chaudhuri, Krupa Mandaviya, Pratixa Badelia, Soumya K Ghosh
Cover of the book Mathematical Modelling of the Cell Cycle Stress Response by Arindam Chaudhuri, Krupa Mandaviya, Pratixa Badelia, Soumya K Ghosh
Cover of the book A History of Socially Responsible Business, c.1600–1950 by Arindam Chaudhuri, Krupa Mandaviya, Pratixa Badelia, Soumya K Ghosh
Cover of the book Remote Sensing and Modeling by Arindam Chaudhuri, Krupa Mandaviya, Pratixa Badelia, Soumya K Ghosh
Cover of the book Triboluminescence by Arindam Chaudhuri, Krupa Mandaviya, Pratixa Badelia, Soumya K Ghosh
Cover of the book Issues and Challenges of Intelligent Systems and Computational Intelligence by Arindam Chaudhuri, Krupa Mandaviya, Pratixa Badelia, Soumya K Ghosh
Cover of the book Task Design In Mathematics Education by Arindam Chaudhuri, Krupa Mandaviya, Pratixa Badelia, Soumya K Ghosh
Cover of the book Women in Contemporary Latin American Novels by Arindam Chaudhuri, Krupa Mandaviya, Pratixa Badelia, Soumya K Ghosh
Cover of the book Lectures in Obstetrics, Gynaecology and Women’s Health by Arindam Chaudhuri, Krupa Mandaviya, Pratixa Badelia, Soumya K Ghosh
Cover of the book Statistical Language and Speech Processing by Arindam Chaudhuri, Krupa Mandaviya, Pratixa Badelia, Soumya K Ghosh
Cover of the book Soil Testing, Soil Stability and Ground Improvement by Arindam Chaudhuri, Krupa Mandaviya, Pratixa Badelia, Soumya K Ghosh
Cover of the book Energy Performance of Buildings by Arindam Chaudhuri, Krupa Mandaviya, Pratixa Badelia, Soumya K Ghosh
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy