Eyes Recognition System Using Central Moment Features
Central moment is widely used in pattern recognition because of their discrimination power and robustness. For eye recognition these moments can also be normalized so that the moments are also size invariant. In this work, the proposal Eyes Recognition with Moments System(ERMS) including two methods...
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| Format: | Article |
| Language: | English |
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Unviversity of Technology- Iraq
2011-05-01
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| Series: | Engineering and Technology Journal |
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| Online Access: | https://etj.uotechnology.edu.iq/article_31003_013eb0b2c369ed79797dfd96ac412fd8.pdf |
| Summary: | Central moment is widely used in pattern recognition because of their discrimination power and robustness. For eye recognition these moments can also be normalized so that the moments are also size invariant. In this work, the proposal Eyes Recognition with Moments System(ERMS) including two methods, first method Shape Feature Extraction(SFE) by using central moment and some image processing techniques worked together for the features extraction, second step is a method to recognition of eyes features by comparing between an input test eyes features (moments) from the input image and an eyes features which store d in the features database. |
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| ISSN: | 1681-6900 2412-0758 |