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Advanced Approaches of Handwritten Digit Recognition Using Hybrid Algorithm

Deepak Kumar Bishnoi, Kamlesh Lakhwani.

Abstract
Image processing is an interesting and widely used field in the research area. Handwritten digit recognition is a sub module of the image processing. Although lots of research has been done so for in this field and still continues. This paper suggested a novel approach of off-line handwritten digit recognition. The paper classified the digits into four regions: the left part, right part, upper part and lower part. In these four parts the images are identified on the basis of curve. The curve of a left part image is converted into pixels and as well as rest of all parts. Then these pixels are compared through decision tree and the result of comparison describes the format of digit. This method is used to test the various handwritten digit form modified NIST and MNIST databases, which shows the great success rate

Key words: Digit recognition, Curve matching, Thinning, Smoothing, Regions Classification.


 
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Pubmed Style

Deepak Kumar Bishnoi , Kamlesh Lakhwani. Advanced Approaches of Handwritten Digit Recognition Using Hybrid Algorithm. . 2012; 1(1): 45-50. doi:10.31838/ijccts/01.01.07


Web Style

Deepak Kumar Bishnoi , Kamlesh Lakhwani. Advanced Approaches of Handwritten Digit Recognition Using Hybrid Algorithm. http://www.ijccts.org/?mno=302643840 [Access: September 19, 2020]. doi:10.31838/ijccts/01.01.07


AMA (American Medical Association) Style

Deepak Kumar Bishnoi , Kamlesh Lakhwani. Advanced Approaches of Handwritten Digit Recognition Using Hybrid Algorithm. . 2012; 1(1): 45-50. doi:10.31838/ijccts/01.01.07



Vancouver/ICMJE Style

Deepak Kumar Bishnoi , Kamlesh Lakhwani. Advanced Approaches of Handwritten Digit Recognition Using Hybrid Algorithm. . (2012), [cited September 19, 2020]; 1(1): 45-50. doi:10.31838/ijccts/01.01.07



Harvard Style

Deepak Kumar Bishnoi , Kamlesh Lakhwani (2012) Advanced Approaches of Handwritten Digit Recognition Using Hybrid Algorithm. , 1 (1), 45-50. doi:10.31838/ijccts/01.01.07



Turabian Style

Deepak Kumar Bishnoi , Kamlesh Lakhwani. 2012. Advanced Approaches of Handwritten Digit Recognition Using Hybrid Algorithm. International Journal of Communication and Computer Technologies, 1 (1), 45-50. doi:10.31838/ijccts/01.01.07



Chicago Style

Deepak Kumar Bishnoi , Kamlesh Lakhwani. "Advanced Approaches of Handwritten Digit Recognition Using Hybrid Algorithm." International Journal of Communication and Computer Technologies 1 (2012), 45-50. doi:10.31838/ijccts/01.01.07



MLA (The Modern Language Association) Style

Deepak Kumar Bishnoi , Kamlesh Lakhwani. "Advanced Approaches of Handwritten Digit Recognition Using Hybrid Algorithm." International Journal of Communication and Computer Technologies 1.1 (2012), 45-50. Print. doi:10.31838/ijccts/01.01.07



APA (American Psychological Association) Style

Deepak Kumar Bishnoi , Kamlesh Lakhwani (2012) Advanced Approaches of Handwritten Digit Recognition Using Hybrid Algorithm. International Journal of Communication and Computer Technologies, 1 (1), 45-50. doi:10.31838/ijccts/01.01.07





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