DocumentCode
2479658
Title
An Iris Verification Using Edge Detection
Author
Horapong, Kittipol ; Sreecholpech, Jirayut ; Thainimit, Somying ; Areekul, Vutipong
Author_Institution
Dept. of Electr. Eng., Kasetsart Univ., Bangkok
fYear
0
fDate
0-0 0
Firstpage
1434
Lastpage
1438
Abstract
This paper proposes a new and fast method for iris verification. The proposed algorithm is an intensity-based approach using edge information of an iris as its signature. The edge information is detected by four different directional line detectors. Significant edges are then selected using an adaptive thresholding technique, called quotient thresholding. The merit of this thresholding is its capability in compensating changes of illumination inheriting in iris images in a database. The compensation is achieved by maintaining a ratio value between foreground and background of each image in the database. This simple technique yield informative edge features. A spatial point-to-point matching is used to measure similarity between two iris features. Our experiments illustrate promising results
Keywords
edge detection; eye; image matching; adaptive thresholding technique; directional line detector; edge detection; image database; intensity-based approach; iris verification; spatial point-to-point matching; Authentication; Biometrics; Detectors; Feature extraction; Gabor filters; Image databases; Image edge detection; Iris; Lighting; Spatial databases; edge detection; edge-based iris verificaition; intensity-based iris verification; iris recognition; iris verification;
fLanguage
English
Publisher
ieee
Conference_Titel
Information, Communications and Signal Processing, 2005 Fifth International Conference on
Conference_Location
Bangkok
Print_ISBN
0-7803-9283-3
Type
conf
DOI
10.1109/ICICS.2005.1689295
Filename
1689295
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