• P-ISSN 0974-6846 E-ISSN 0974-5645

Indian Journal of Science and Technology


Indian Journal of Science and Technology

Year: 2014, Volume: 7, Issue: 1, Pages: 35-38

Original Article

Naïve Bayes Classifier with LU Factorization for Recognition of Handwritten Odia Numerals.


We report the effectiveness of LU factorization (also called LU decomposition) as a technique for feature extraction along with naïve Bayes Classifier in recognizing handwritten Odia numerals (a regional language of north-eastern states of India derived from the Devanagari script). Experimental results show that LU factorization could be an alternative choice for feature extraction in pattern classification problems.

Keywords: Handwritten Odia Numerals, LU Factorization, Naïve Bayes Classifier


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