ISSN 2394-5125
 

Review Article 


CLASSIFICATION OF PRINTED TEXT AND HANDWRITTEN CHARACTERS WITH NEURAL NETWORKS

K. Bramara Neelima, S. Arulselvi.

Abstract
Various scanned documents consist of machine printed text as well as handwritten alphabet. The classification of handwritten alphabet and machine printed alphabet in document images is the required process afore character recognition. We can distinguish these two types of alphabet images by their shape structural, statistical and visual difference features. This work proposes the artificial neural network based classification technique for machine printed and handwritten text classification at character level using a set of new features which are combination of statistical, shape structural and visual impression features. The projected technique attained remarkable classification efficiency on two databases; IAM dataset and prepared dataset.

Key words: Document Image, Handwritten Text, Classification, Neural Networks.


 
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Pubmed Style

K. Bramara Neelima, S. Arulselvi. CLASSIFICATION OF PRINTED TEXT AND HANDWRITTEN CHARACTERS WITH NEURAL NETWORKS. JCR. 2020; 7(2): 134-139. doi:10.31838/jcr.07.02.25


Web Style

K. Bramara Neelima, S. Arulselvi. CLASSIFICATION OF PRINTED TEXT AND HANDWRITTEN CHARACTERS WITH NEURAL NETWORKS. http://www.jcreview.com/?mno=86284 [Access: April 16, 2021]. doi:10.31838/jcr.07.02.25


AMA (American Medical Association) Style

K. Bramara Neelima, S. Arulselvi. CLASSIFICATION OF PRINTED TEXT AND HANDWRITTEN CHARACTERS WITH NEURAL NETWORKS. JCR. 2020; 7(2): 134-139. doi:10.31838/jcr.07.02.25



Vancouver/ICMJE Style

K. Bramara Neelima, S. Arulselvi. CLASSIFICATION OF PRINTED TEXT AND HANDWRITTEN CHARACTERS WITH NEURAL NETWORKS. JCR. (2020), [cited April 16, 2021]; 7(2): 134-139. doi:10.31838/jcr.07.02.25



Harvard Style

K. Bramara Neelima, S. Arulselvi (2020) CLASSIFICATION OF PRINTED TEXT AND HANDWRITTEN CHARACTERS WITH NEURAL NETWORKS. JCR, 7 (2), 134-139. doi:10.31838/jcr.07.02.25



Turabian Style

K. Bramara Neelima, S. Arulselvi. 2020. CLASSIFICATION OF PRINTED TEXT AND HANDWRITTEN CHARACTERS WITH NEURAL NETWORKS. Journal of Critical Reviews, 7 (2), 134-139. doi:10.31838/jcr.07.02.25



Chicago Style

K. Bramara Neelima, S. Arulselvi. "CLASSIFICATION OF PRINTED TEXT AND HANDWRITTEN CHARACTERS WITH NEURAL NETWORKS." Journal of Critical Reviews 7 (2020), 134-139. doi:10.31838/jcr.07.02.25



MLA (The Modern Language Association) Style

K. Bramara Neelima, S. Arulselvi. "CLASSIFICATION OF PRINTED TEXT AND HANDWRITTEN CHARACTERS WITH NEURAL NETWORKS." Journal of Critical Reviews 7.2 (2020), 134-139. Print. doi:10.31838/jcr.07.02.25



APA (American Psychological Association) Style

K. Bramara Neelima, S. Arulselvi (2020) CLASSIFICATION OF PRINTED TEXT AND HANDWRITTEN CHARACTERS WITH NEURAL NETWORKS. Journal of Critical Reviews, 7 (2), 134-139. doi:10.31838/jcr.07.02.25