Retinal Identification Based on Rotation Invariant Moments

In this paper, we propose a new identification method based on the retinal images. In this algorithm, we use rotation invariant features extracted from the retinal images. Then, we use them for identification. Experimental results on a database, including 60 retina images obtained from 40 subjects o...

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Bibliographic Details
Published in2011 5th International Conference on Bioinformatics and Biomedical Engineering pp. 1 - 4
Main Authors Dehghani, Amin, Moghaddam, Hamid Abrishami, Moin, Mohammad-Shahram
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.05.2011
Subjects
Algorithm design and analysis
Equations
Feature extraction
Retina
Signal processing algorithms
Testing
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ISBN9781424450886
1424450888
ISSN2151-7614
DOI10.1109/icbbe.2011.5780312

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Summary:In this paper, we propose a new identification method based on the retinal images. In this algorithm, we use rotation invariant features extracted from the retinal images. Then, we use them for identification. Experimental results on a database, including 60 retina images obtained from 40 subjects of DRIVE database and 20 subjects from STARE database, show the average true identification accuracy rate equal to 99.78 percent for the proposed algorithm.
ISBN:9781424450886
1424450888
ISSN:2151-7614
DOI:10.1109/icbbe.2011.5780312