Calculate weights for a numerical number image
Abstract <br /> In this research, the algorithm of 2-Dimension variation was achieved, to extract a feature of the numerical number image. Because number recognition is very important subject in practical fields of image processing.<br /> The number will be segmented to its individual co...
| Main Authors: | , , |
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| Format: | Article |
| Language: | Arabic |
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College of Education for Pure Sciences
1970-01-01
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| Series: | مجلة التربية والعلم |
| Subjects: | |
| Online Access: | https://edusj.mosuljournals.com/article_58934_3bf47c7741ffbf116cfc8772bcdc4522.pdf |
| Summary: | Abstract <br /> In this research, the algorithm of 2-Dimension variation was achieved, to extract a feature of the numerical number image. Because number recognition is very important subject in practical fields of image processing.<br /> The number will be segmented to its individual components (one image for each digit), Then preprocess will start by truncating all unused area from all the slides using the vertical and horizontal projection.<br /> The applied algorithm to compute the digit weight, can stated as follow:-<br /> - compute the distance geometry using 2-Dimension Variation algorithm which will be adopted as the digit feature. <br /> - Searching for the computed value in the data base (which was already build).<br /> - The weight of the digit will be computed depend upon the digit rank.<br /> - collecting all the weight to get the total weight of digit.<br /> When the algorithm applied on different numbers the result was with very low difference not more than 5 % when using numbers with single font and it rise little bit with numbers of mixed fonts. |
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| ISSN: | 1812-125X 2664-2530 |