Title :
Subregion mosaicking applied to nonideal iris recognition
Author :
Tao Yang ; Stahl, Joachim ; Schuckers, Stephanie ; Fang Hua
Author_Institution :
Dept. of Comput. Sci., Clarkson Univ., Potsdam, NY, USA
Abstract :
Image mosaicking technology, as an image processing technology that can aggregate the information from a sequence of images, has been used to process large size images. In this paper, we are trying to apply the mosaicking technology to nonideal iris recognition study. The proposed algorithm composes the information from a collection of iris images, and generates a “composite” image. The experiment includes the partial blinking iris and subregion of off-angle iris images. The contribution of this paper is to show the image mosaicking is an effective technology for nonideal iris recognition at the condition of limited pattern information.
Keywords :
image segmentation; iris recognition; composite image; image mosaicking technology; image processing technology; iris images; nonideal iris recognition study; off-angle iris images; partial blinking iris; subregion mosaicking; Hamming distance; Image recognition; Image restoration; Image segmentation; Iris; Iris recognition; Noise;
Conference_Titel :
Computational Intelligence in Biometrics and Identity Management (CIBIM), 2014 IEEE Symposium on
Conference_Location :
Orlando, FL
DOI :
10.1109/CIBIM.2014.7015455