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On the Development of an OCR System for Indian Postal Automation



Год выпуска: 2011
Автор: Kaushik Roy and Umapada Pal
Издательство: LAP Lambert Academic Publishing
Страниц: 148
ISBN: 9783844314038
Описание
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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Отзывы
Павел, 10.06
Спасибо за курсовик - очень хорошая работа. И все мои требования вы удовлетворили. Возможно, я ещё буду обращаться к Вам, несмотря на то, что это последний курс - мне же ещё нужно писать диплом.