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Iris Recognition Using 3D Co-occurrence Matrix.

Authors :
Chen, Wen-Shiung
Huang, Ren-Hung
Hsieh, Lili
Source :
Advances in Biometrics: Third International Conference, Icb 2009, Alghero, Italy, June 2-5, 2009. Proceedings; 2009, p1122-1131, 10p
Publication Year :
2009

Abstract

This paper presents a biometric recognition based on the iris of a human eye using gray-level co-occurrence matrix (GLCM). A new approach of GLCM, called 3D-GLCM, which is expanded from the original 2D-GLCM is proposed and used to extract the iris features. The experimental results show that the proposed approach gains an encouraging performance on the UBIRIS iris database. The recognition rate up to 99.65% can be achieved. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISBNs :
9783642017926
Database :
Complementary Index
Journal :
Advances in Biometrics: Third International Conference, Icb 2009, Alghero, Italy, June 2-5, 2009. Proceedings
Publication Type :
Book
Accession number :
76837191
Full Text :
https://doi.org/10.1007/978-3-642-01793-3_113