Recognition of Handwritten Bangla Numerals using Adaptive Coefficient Matching Technique
نویسندگان
چکیده
منابع مشابه
An MLP based Approach for Recognition of Handwritten 'Bangla' Numerals
The work presented here involves the design of a Multi Layer Perceptron (MLP) based pattern classifier for recognition of handwritten Bangla digits using a 76 element feature vector. Bangla is the second most popular script and language in the Indian subcontinent and the fifth most popular language in the world. The feature set developed for representing handwritten Bangla numerals here include...
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In spite of the advances in pattern recognition technology, Handwritten Bangla Character Recognition (HBCR) (such as alpha-numeric and special characters) remains largely unsolved due to the presence of many perplexing characters and excessive cursive in Bangla handwriting. Even the best existing recognizers do not lead to satisfactory performance for practical applications. To improve the perf...
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Soft computing approaches are mainly designed to address the real world illdefined, imprecisely formulated problems, combining different kind of novel models of computation, such as neural networks, genetic algorithms (GAs. Handwritten digit recognition is a typical example of one such problem. In the current work we have developed a two-pass approach where the first pass classifier performs a ...
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There are many important applications for recognizing the handwritten numerals, one of the most important and significant application is the automation of postal services especially in countries that use different languages at the post offices, such as India. The purpose of this study is to develop a recognition method for recognizing the handwritten numerals using neural networks and wavelets ...
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This paper presents an approach to recognize off-line Bangla numeral. Today there are many OCR used to recognize Bangla numeral. The recognition of handwritten character is still a challenging work in the field of pattern recognition. Numeral recognition in pattern recognition is the process to identify the given character according to the predefined character set. The difficulties of recogniti...
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ژورنال
عنوان ژورنال: Procedia Computer Science
سال: 2016
ISSN: 1877-0509
DOI: 10.1016/j.procs.2016.06.055