e-ISSN:0976-5166
p-ISSN:2231-3850


INDIAN JOURNAL OF COMPUTER SCIENCE AND ENGINEERING

Call for Papers 2020

Oct 2020 - Volume 11, Issue 5
Deadline: 15 Sep 2020
Notification: 15 Oct 2020
Publication: 31 Oct 2020

Dec 2020 - Volume 11, Issue 6
Deadline: 15 Nov 2020
Notification: 15 Dec 2020
Publication: 31 Dec 2020

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ABSTRACT

Title : MOMENT AND DENSITY BASED HADWRITTEN MARATHI NUMERAL RECOGNITION
Authors : S. M. Mali
Keywords : Handwritten numerals, moment, density, NN, K-NN, SVM classifier.
Issue Date : Oct-Nov 2012
Abstract :
In this paper, we present an OCR for handwritten Marathi Numerals recognition using two sets of features, namely, density and central moments. Central moments of order 3 and 4 are computed globally for the numeral image while density features are computed by dividing the numeral image into different zones. The combined features are fed to the classifiers namely, minimum distance, k-nearest neighbor (k-NN) and Support Vector Machines (SVM) to classify the unknown numeral patterns. The proposed method provided encouraging results.
Page(s) : 707-712
ISSN : 0976-5166
Source : Vol. 3, No.5