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Handwritten Marathi Character Recognition using Neural Networks : Single-stage, Multistage and Hybrid Classification techniques - Sushama Shelke
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Sushama Shelke:
Handwritten Marathi Character Recognition using Neural Networks : Single-stage, Multistage and Hybrid Classification techniques - Taschenbuch

2012, ISBN: 3838372816

ID: 22517055277

[EAN: 9783838372815], Neubuch, [PU: LAP Lambert Academic Publishing Nov 2012], This item is printed on demand - Print on Demand Neuware - 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. 188 pp. Englisch

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Handwritten Marathi Character Recognition using Neural Networks - Shaila Apte#Sushama Shelke
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Handwritten Marathi Character Recognition using Neural Networks - neues Buch

2012, ISBN: 9783838372815

ID: 642687857

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. Single-stage, Multistage and Hybrid Classification techniques Bücher > Fremdsprachige Bücher > Englische Bücher Taschenbuch 29.11.2012 Buch (fremdspr.), LAP Lambert Academic Publishing, .201

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Handwritten Marathi Character Recognition using Neural Networks - Shaila Apte#Sushama Shelke
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Shaila Apte#Sushama Shelke:
Handwritten Marathi Character Recognition using Neural Networks - neues Buch

ISBN: 9783838372815

ID: 815733889

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. Single-stage, Multistage and Hybrid Classification techniques Buch (fremdspr.) Bücher>Fremdsprachige Bücher>Englische Bücher, LAP Lambert Academic Publishing

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Handwritten Marathi Character Recognition using Neural Networks - Sushama Shelke
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Sushama Shelke:
Handwritten Marathi Character Recognition using Neural Networks - Taschenbuch

2012, ISBN: 3838372816

ID: 22517066382

[EAN: 9783838372815], Neubuch, [PU: LAP Lambert Academic Publishing Nov 2012], Neuware - 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. 188 pp. Englisch

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Handwritten Marathi Character Recognition Using Neural Networks - Shelke Sushama
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Shelke Sushama:
Handwritten Marathi Character Recognition Using Neural Networks - Taschenbuch

ISBN: 9783838372815

Paperback, [PU: LAP Lambert Academic Publishing], 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., Electronics Engineering

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Details zum Buch
Handwritten Marathi Character Recognition using Neural Networks

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.

Detailangaben zum Buch - Handwritten Marathi Character Recognition using Neural Networks


EAN (ISBN-13): 9783838372815
ISBN (ISBN-10): 3838372816
Gebundene Ausgabe
Taschenbuch
Erscheinungsjahr: 2012
Herausgeber: LAP Lambert Academic Publishing

Buch in der Datenbank seit 06.05.2014 20:18:08
Buch zuletzt gefunden am 23.11.2017 16:52:49
ISBN/EAN: 9783838372815

ISBN - alternative Schreibweisen:
3-8383-7281-6, 978-3-8383-7281-5


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