Journal Name:
- International Journal of Innovation and Applied Studies
Author Name |
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Abstract (2. Language):
The proposed method is efficient where it is new, simple, fast, accurate so it is used in this research for
recognizing Hindi numerals (0,1,2,3,4,5,6,7,8,9), that are usually used by Arabic population. The method is effective with
handwritten numerals. This method is simply depends on determining number of terminal points and its positions for each
digit in its different shapes, that represent the main feature for recognition. Only five features are added when there are
similarity between digits (have the same number of terminals and position), the additional features was: less pixels number
to recognize digit zero, intersection point position to recognize digit (2,3,6,7) that have three terminal points, image width to
recognize digit one, curve number to recognize digit (2,4) that have two terminal points finally closed shape feature is added
to recognize special cases of digit five and nine that have irregular shapes. Hence the proposed method is based on structural
primitives such as curve, line, point type and etc. in a manner similar to that in which human beings describe characters
geometrically. This work deals with noisy object by removed them from the original image to ensure that the noise pixels not
merge with the original digit pixels. Encouraged recognition results are obtained for handwritten numerals samples written
by different persons, different ages, different pens type, also different size, digits with rotation state are tested that gave an
excellent recognition results. Some of problems with digit 9,5 are solved.
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