Paper Info
Title
A novel personal biometric authentication technique using human iris based on fractal dimension features
Abstract
The paper presents a novel approach, mainly based on fractal dimensions, for recognizing the iris of a human eye. The proposed system consists mainly of four modules: iris image acquisition; iris image preprocessing; iris feature extraction; iris pattern recognition. Two methods for extracting the iris features based on the fractal dimension are proposed. Recognition performances of 91.18% in accepting authentics and 100% in rejecting fakers are obtained.
Year
DOI
Venue
2003
10.1109/ICASSP.2003.1199142
ICASSP (3)
Keywords
Field
DocType
iris image preprocessing,iris feature extraction,human eye,fractals,personal biometric authentication,image recognition,fractal dimension features,iris image acquisition,biometrics (access control),feature extraction,object detection,object recognition,iris pattern recognition,iris,fractal dimension,biometric authentication,pattern recognition,biometrics,band pass filters,authentication
Object detection,Iris recognition,Computer vision,Pattern recognition,Fractal dimension,Computer science,Fractal,Feature extraction,Preprocessor,Artificial intelligence,Biometrics,Cognitive neuroscience of visual object recognition
Conference
Volume
ISSN
ISBN
3
1520-6149
0-7803-7663-3
Citations 
PageRank 
References 
7
0.54
3
Authors
2
Name
Order
Citations
PageRank
Wen-Shiung Chen19312.36
Shang-Yuan Yuan2202.27