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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

LAP LAMBERT Academic Publishing (17.03.2011 )

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ISBN-13:

978-3-8443-1403-8

ISBN-10:
3844314032
EAN:
9783844314038
Könyv nyelve:
angol
Ismertető:
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.
Kiadó:
LAP LAMBERT Academic Publishing
Weboldal:
https://www.lap-publishing.com/
Szerezte:
Kaushik Roy, Umapada Pal
Oldalszám:
148
Kiadja:
17.03.2011
Raktárkészlet:
Raktáron
Kategória:
Informatika
Ár:
59,00 €
Kulcsszavak:
Indian Postal Automation, script identification, handwriting OCR, word recognition MQDF

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