Title :
A novel method for person authentication using retinal images
Author :
Latha, L. ; Pabitha, M. ; Thangasamy, S.
Author_Institution :
Dept. of Comput. Sci. & Eng., Kumaraguru Coll. of Technol., Coimbatore, India
Abstract :
A new way of person authentication based on retina pattern is presented in this paper. It consists of retina feature extraction, template generation and finally matching the patterns. Our proposed method initially involves segmentation process to identify blood vessel intersection points in the retina, then the generation of template consisting of the bifurcation points in the blood vessels and finally matching of the intersection points in different patterns. The number of matched blood vessel intersection points between two patterns is used to quantify the degree of matching. The validity of our approach is then verified with the experimental results. Also we have made a performance analysis by using the DRIVE database and found that the proposed retina recognition method gives us 100% accuracy rate.
Keywords :
biometrics (access control); feature extraction; image matching; image recognition; DRIVE database; bifurcation points; blood vessel intersection points; feature extraction; pattern matching; person authentication; retina recognition; retinal images; template generation; Authentication; Bifurcation; Biomedical imaging; Blood vessels; Databases; Feature extraction; Image segmentation; Pattern matching; Performance analysis; Retina; Bifurcation points; Degree of matching; Feature Extraction; Retina Recognition; intersection Points;
Conference_Titel :
Innovative Computing Technologies (ICICT), 2010 International Conference on
Conference_Location :
Tamil Nadu
Print_ISBN :
978-1-4244-6488-3
DOI :
10.1109/ICINNOVCT.2010.5440080