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Hindi Journal of Computer Engineering & Information TechnologyISSN : 2324-9307
Dinesh R Author
Subjects of specialization
Affiliation
Machine Learning., Handwritten Numeral Recognition
Research Supervisor, School of Engineering and Technology, Jain University, Bangalore, India
Biography
Dinesh R is an Research Supervisor in the School of Engineering and Technology at Jain University, Bangalore, India. He has done Phd in Jain University. His resaerch inetrest are Handwritten numeral recognition, Machine Learning.
Publications
Research Article Subscription
Handwritten Devanagari Numeral Recognition by Fusion of Classifiers
Author(s): Prabhanjan S and Dinesh R
Handwritten Devanagari Numeral Recognition by Fusion of Classifiers
Recognition of handwritten Devanagari numerals has many applications especially in the field of postal automation, document processing and so on. Due to its vast applications, many researchers are actively working towards development of effective and efficient hand written character/numeral recognition. Devanagari script is widely used script in Indian sub-continent; also Devanagari script forms the basis for many other scripts in Indian sub-continent. In this paper, we have proposed a hybrid method to recognize handwritten Devanagari numerals. The proposed method uses, stacking approach to fuse the confidence scores from four different classifiers viz., Naïve Bayes (NB), Instance Based L... view more»
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