DocumentCode
2886134
Title
Enhancement pupil isolation method in iris recognition
Author
Almisreb, Ali Abd ; Tahir, Nooritawati Md ; Ismail, Adzrool Idzwan ; Abdullah, Ramli
Author_Institution
Fac. of Math. & Comput. Sci., Univ. Teknol. Mara, Shah Alam, Malaysia
fYear
2011
fDate
27-28 June 2011
Firstpage
1
Lastpage
4
Abstract
Iris recognition system is until now impractical to implement in real time environment due to the unfeasible processing time. Therefore, solutions are required to enhance the performance of an iris recognition system. Since pupil segmentation is one of the important tasks in iris localization procedure, in this paper, a technique to isolate the pupil boundary is discussed. We have proposed a new thresholding method based on the eye color map. This proposed method is experimentally applied to the CASIA database iris images and 100% accuracy is attained. Furthermore, the proposed method may be utilized in the real time iris recognition scenario due to the superb processing time of pupil boundary segmentation without any pre-filters.
Keywords
image colour analysis; image segmentation; iris recognition; visual databases; CASIA database iris image; enhancement pupil isolation method; eye color map; iris localization procedure; pupil boundary; pupil boundary segmentation processing time; real time iris recognition; thresholding method; Accuracy; Conferences; Databases; Image color analysis; Image edge detection; Iris recognition; Real time systems; Enhancing; Iris recognition; Pupil; Thresholding method;
fLanguage
English
Publisher
ieee
Conference_Titel
System Engineering and Technology (ICSET), 2011 IEEE International Conference on
Conference_Location
Shah Alam
Print_ISBN
978-1-4577-1256-2
Type
conf
DOI
10.1109/ICSEngT.2011.5993409
Filename
5993409
Link To Document