Effects of Iris Surface Curvature on Iris Recognition

被引:0
|
作者
Thompson, Joseph [1 ]
Flynn, Patrick [1 ]
Bowyer, Kevin [1 ]
Santos-Villalobos, Hector [2 ]
机构
[1] Univ Notre Dame, Notre Dame, IN 46556 USA
[2] Oak Ridge Natl Lab, Oak Ridge, TN USA
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中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
To focus on objects at various distances, the lens of the eye must change shape to adjust its refractive power. This change in lens shape causes a change in the shape of the iris surface which can be measured by examining the curvature of the iris. This work isolates the variable of iris curvature in the recognition process and shows that differences in iris curvature degrade matching ability. To our knowledge, no other work has examined the effects of varying iris curvature on matching ability. To examine this degradation, we conduct a matching experiment across pairs of images with varying degrees of iris curvature differences. The results show a statistically significant degradation in matching ability. Finally, the real world impact of these findings is discussed.
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页数:8
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