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Handwritten Marathi Character Recognition using Neural Networks: Single-stage, Multistage and Hybrid Classification techniques - Softcover
Synopsis
This book presents a comprehensive research on handwritten Marathi character recognition using Neural networks. It includes extensive study on how to use Neural networks efficiently and achieve high recognition results. Various issues related to Neural networks like selection of the architecture, learning algorithm, number of features, number of hidden neurons etc. are discussed in detail. It includes investigations in pre-processing and features extraction techniques. It explores the combination of Neural networks with other classifiers in various ways to handle a large amount of training data successfully. It presents various classifier combinations, both in horizontal and vertical manner that increases the recognition rate without much computational complexities. This book serves an excellent baseline for those interested in carrying out research in handwritten character recognition. The algorithms discussed here can be applied to recognize characters in other scripts with respective database and structural classification parameters. The structural classification, compound character recognition and similar character recognition are the major contributions of this research.
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About the Author
Sushama Shelke received her BE and ME degrees from Walchand College of Engineering,India in 1999 and 2001 respectively. Currently she has submitted her PhD in the Electronics Department, Walchand College of Engineering under Shivaji University. Presently she is working as an Associate Professor in the Department of E & TC, PICT, Pune.
"About this title" may belong to another edition of this title.
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Handwritten Marathi Character Recognition using Neural Networks
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LAP LAMBERT Academic Publishing, 2012
ISBN 10: 3838372816
ISBN 13: 9783838372815
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Shelke SushamaSushama Shelke received her BE and ME degrees from Walchand College of Engineering,India in 1999 and 2001 respectively. Currently she has submitted her PhD in the Electronics Department, Walchand College of Engineering . Seller Inventory # 5417585
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Handwritten Marathi Character Recognition using Neural Networks : Single-stage, Multistage and Hybrid Classification techniques
Published by
LAP Lambert Academic Publishing, 2012
ISBN 10: 3838372816
ISBN 13: 9783838372815
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Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - This book presents a comprehensive research on handwritten Marathi character recognition using Neural networks. It includes extensive study on how to use Neural networks efficiently and achieve high recognition results. Various issues related to Neural networks like selection of the architecture, learning algorithm, number of features, number of hidden neurons etc. are discussed in detail. It includes investigations in pre-processing and features extraction techniques. It explores the combination of Neural networks with other classifiers in various ways to handle a large amount of training data successfully. It presents various classifier combinations, both in horizontal and vertical manner that increases the recognition rate without much computational complexities. This book serves an excellent baseline for those interested in carrying out research in handwritten character recognition. The algorithms discussed here can be applied to recognize characters in other scripts with respective database and structural classification parameters. The structural classification, compound character recognition and similar character recognition are the major contributions of this research. Seller Inventory # 9783838372815
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Handwritten Marathi Character Recognition using Neural Networks | Single-stage, Multistage and Hybrid Classification techniques
Published by
LAP Lambert Academic Publishing, 2012
ISBN 10: 3838372816
ISBN 13: 9783838372815
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Taschenbuch. Condition: Neu. Handwritten Marathi Character Recognition using Neural Networks | Single-stage, Multistage and Hybrid Classification techniques | Sushama Shelke (u. a.) | Taschenbuch | Englisch | LAP Lambert Academic Publishing | EAN 9783838372815 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu. Seller Inventory # 106154091
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Handwritten Marathi Character Recognition using Neural Networks: Single-stage, Multistage and Hybrid Classification techniques
Published by
LAP LAMBERT Academic Publishing, 2012
ISBN 10: 3838372816
ISBN 13: 9783838372815
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