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On the Development of an OCR System for Indian Postal Automation: Development of a Postal Automation System based on Optical Character Recognition written in Bangla (Bengali) and Roman for India - Softcover
Synopsis
Various problems towards the development of Indian Postal Automation (IPA) system is discussed here. More specifically, in this endeavor, some of the tasks such as, statistical analysis of Indian postal documents, bi-lingual pin code digit recognition, script identification prior to city name recognition, and Dynamic Programming (DP) based city name recognition of Bangla script are the major contributions of this work. The feature sets considered for the work consists of Structural and Statistical features, Normalized binary pixel images, Direction code based features, Gradient based features etc. For recognition, two categories of classifiers, viz., Multi Layer Perceptron (MLP) and Modified Quadratic Discriminant Function (MQDF) based classifiers have been selectively tested here and detailed results are presented.
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About the Author
Kaushik Roy, Reader, WBSU, obtained his Ph.D from Jadavpur University in Comp Sc. & Engg. He has published over Forty two papers in International Journals and Conferences in the area of document processing. He was champion in the National Competition for Young IT Professional Awards 2004, conferred by the Computer Society of India.
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On the Development of an OCR System for Indian Postal Automation
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LAP LAMBERT Academic Publishing Mrz 2011, 2011
ISBN 10: 3844314032
ISBN 13: 9783844314038
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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germany
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Various problems towards the development of Indian Postal Automation (IPA) system is discussed here. More specifically, in this endeavor, some of the tasks such as, statistical analysis of Indian postal documents, bi-lingual pin code digit recognition, script identification prior to city name recognition, and Dynamic Programming (DP) based city name recognition of Bangla script are the major contributions of this work. The feature sets considered for the work consists of Structural and Statistical features, Normalized binary pixel images, Direction code based features, Gradient based features etc. For recognition, two categories of classifiers, viz., Multi Layer Perceptron (MLP) and Modified Quadratic Discriminant Function (MQDF) based classifiers have been selectively tested here and detailed results are presented. 148 pp. Englisch. Seller Inventory # 9783844314038
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On the Development of an OCR System for Indian Postal Automation
Published by
LAP LAMBERT Academic Publishing, 2011
ISBN 10: 3844314032
ISBN 13: 9783844314038
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Roy KaushikKaushik Roy, Reader, WBSU, obtained his Ph.D from Jadavpur University in Comp Sc. & Engg. He has published over Forty two papers in International Journals and Conferences in the area of document processing. He was champio. Seller Inventory # 5471868
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On the Development of an OCR System for Indian Postal Automation
Published by
LAP LAMBERT Academic Publishing Mär 2011, 2011
ISBN 10: 3844314032
ISBN 13: 9783844314038
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Taschenbuch
Seller: buchversandmimpf2000, Emtmannsberg, BAYE, Germany
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Taschenbuch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware -Various problems towards the development of Indian Postal Automation (IPA) system is discussed here. More specifically, in this endeavor, some of the tasks such as, statistical analysis of Indian postal documents, bi-lingual pin code digit recognition, script identification prior to city name recognition, and Dynamic Programming (DP) based city name recognition of Bangla script are the major contributions of this work. The feature sets considered for the work consists of Structural and Statistical features, Normalized binary pixel images, Direction code based features, Gradient based features etc. For recognition, two categories of classifiers, viz., Multi Layer Perceptron (MLP) and Modified Quadratic Discriminant Function (MQDF) based classifiers have been selectively tested here and detailed results are presented.VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 148 pp. Englisch. Seller Inventory # 9783844314038
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On the Development of an OCR System for Indian Postal Automation : Development of a Postal Automation System based on Optical Character Recognition written in Bangla (Bengali) and Roman for India
Published by
LAP LAMBERT Academic Publishing, 2011
ISBN 10: 3844314032
ISBN 13: 9783844314038
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Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Various problems towards the development of Indian Postal Automation (IPA) system is discussed here. More specifically, in this endeavor, some of the tasks such as, statistical analysis of Indian postal documents, bi-lingual pin code digit recognition, script identification prior to city name recognition, and Dynamic Programming (DP) based city name recognition of Bangla script are the major contributions of this work. The feature sets considered for the work consists of Structural and Statistical features, Normalized binary pixel images, Direction code based features, Gradient based features etc. For recognition, two categories of classifiers, viz., Multi Layer Perceptron (MLP) and Modified Quadratic Discriminant Function (MQDF) based classifiers have been selectively tested here and detailed results are presented. Seller Inventory # 9783844314038
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On the Development of an OCR System for Indian Postal Automation | Development of a Postal Automation System based on Optical Character Recognition written in Bangla (Bengali) and Roman for India
Published by
LAP LAMBERT Academic Publishing, 2011
ISBN 10: 3844314032
ISBN 13: 9783844314038
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Taschenbuch
Seller: preigu, Osnabrück, Germany
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Taschenbuch. Condition: Neu. On the Development of an OCR System for Indian Postal Automation | Development of a Postal Automation System based on Optical Character Recognition written in Bangla (Bengali) and Roman for India | Kaushik Roy (u. a.) | Taschenbuch | 148 S. | Englisch | 2011 | LAP LAMBERT Academic Publishing | EAN 9783844314038 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu. Seller Inventory # 107065417