DocumentCode
1670364
Title
The Algorithm of Iris Image Quality Evaluation
Author
Pan, Lili ; Xie, Mei
Author_Institution
Univ. of Electron. Sci. & Technol. of China, Chengdu
fYear
2007
Firstpage
616
Lastpage
619
Abstract
In this paper, we judge whether an iris image has quality problem from two aspects. On one hand, we analyze the higher spatial frequency sub-band image of the original iris normalization image and determine whether this image has eyelid and lash occlusion problem according to the number of high value pixels. On the other hand, we determine whether an iris image is clear enough though computing the variance of the wavelet coefficients. Through our experiments, this algorithm is proved to be universal and efficient.
Keywords
biometrics (access control); image recognition; wavelet transforms; iris image quality evaluation; occlusion problem; wavelet coefficient; Discrete wavelet transforms; Educational institutions; Eyelashes; Eyelids; Frequency measurement; Image analysis; Image quality; Iris; Lighting; Pixel;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications, Circuits and Systems, 2007. ICCCAS 2007. International Conference on
Conference_Location
Kokura
Print_ISBN
978-1-4244-1473-4
Type
conf
DOI
10.1109/ICCCAS.2007.4348129
Filename
4348129
Link To Document