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An Efficient OCR System based on the Regional Feature using the ASVM as Classifier

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An Efficient OCR System based on the Regional Feature using the ASVM as Classifier


Maninder Kaur | Ms. Manjeet Kaur

https://doi.org/10.31142/ijtsrd2425



Maninder Kaur | Ms. Manjeet Kaur "An Efficient OCR System based on the Regional Feature using the ASVM as Classifier" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-1 | Issue-5, August 2017, pp.1226-1232, URL: https://www.ijtsrd.com/papers/ijtsrd2425.pdf

In Image Processing, sometimes due to poor handwriting, the writer left some gap between diacritics and character or between diacritics and header line due to which small text blocks gets created which leads to improper text line segmentation and hence leads to wrong results and overlapping. As a result accuracy of the algorithm degrades. In proposed work Adaptive SVM will be used to improve accuracy of the system.

OCR; Image Processing; Feature extraction; Adaptive SVM Classifier.


IJTSRD2425
Volume-1 | Issue-5, August 2017
1226-1232
IJTSRD | www.ijtsrd.com | E-ISSN 2456-6470
Copyright © 2019 by author(s) and International Journal of Trend in Scientific Research and Development Journal. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0) (http://creativecommons.org/licenses/by/4.0)

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