IR @ Nirma University
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http://10.1.7.192:80/jspui/handle/123456789/11601| Title: | Handwritten Gujarati Character Recognition based On Discrete Cosine Transform |
| Authors: | Ardeshana, Madhuree Sharma, Ankit Adhyaru, D. M. Zaveri, Tanish |
| Keywords: | Handwritten Gujarati Characters Discrete Cosine Transform Naïve Bayes Classifier IC Faculty Paper Faculty Paper ITFIC016 ITFIC002 ITFEC008 |
| Issue Date: | 3-Apr-2016 |
| Citation: | IRF-ieeeforum International Conference, April 3, 2016, Pune, India, Page No. 23 - 26 |
| Series/Report no.: | ITFIC016-8; |
| Abstract: | Gujarati script is used by more than 600 million people around the world. Handwritten character recognition of Gujarati script is important area of research due to its wider applications. The work done for handwritten Gujarati character recognition is negligible in literature. Here we have suggest a method based on Discrete Cosine Transform (DCT) as feature extraction method and Naïve Bayes (NB) classifier for classification of characters. For experiment database used here is around 22000 samples. The result obtained from above setup gives good accuracy. |
| URI: | http://10.1.7.192:80/jspui/handle/123456789/11601 |
| ISSN: | 978-93-85973-95-6 |
| Appears in Collections: | Faculty Papers, E&I |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| ITFIC016-8.pdf | ITFIC016-8 | 100.85 kB | Adobe PDF |  View/Open |
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