A new accurate technique for Iris boundary detection

The Iris based identification systems have been noticed exceedingly, presently. In this process, the iris should be segmented from captured eye image. The low contrast between pupil and iris, usually, will harden the segmenting process and will decrease the accuracy of detecting boundary between the...

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Main Authors: Shamsi, Mahboubeh, Saad, Puteh, Ibrahim, Subariah, Rasouli, Abdolreza, Abdulrahim, Nazeema
Format: Article
Published: World Scientific and Engineering Academy and Society (WSEAS) 2010
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Online Access:http://eprints.utm.my/id/eprint/22804/
http://www.wseas.us/e-library/transactions/computers/2010/89-697.pdf
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Institution: Universiti Teknologi Malaysia
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spelling my.utm.228042018-03-22T08:34:45Z http://eprints.utm.my/id/eprint/22804/ A new accurate technique for Iris boundary detection Shamsi, Mahboubeh Saad, Puteh Ibrahim, Subariah Rasouli, Abdolreza Abdulrahim, Nazeema QA75 Electronic computers. Computer science The Iris based identification systems have been noticed exceedingly, presently. In this process, the iris should be segmented from captured eye image. The low contrast between pupil and iris, usually, will harden the segmenting process and will decrease the accuracy of detecting boundary between them. In order to segment the iris more precise, we propose a new technique using a difference function and a factor matrix. We also modify the segmentation operator to detect the pupil and iris as ellipse instead of circle. Experiments show that the proposed technique can segment the iris region and pupil region precisely. Based on our result, 99.34% of eyes have been segmented accurately in 1.24s averagely. World Scientific and Engineering Academy and Society (WSEAS) 2010-06 Article PeerReviewed Shamsi, Mahboubeh and Saad, Puteh and Ibrahim, Subariah and Rasouli, Abdolreza and Abdulrahim, Nazeema (2010) A new accurate technique for Iris boundary detection. WSEAS Transactions on Computers, 9 (6). 654 - 663. ISSN 2224-2872 (Electronic) http://www.wseas.us/e-library/transactions/computers/2010/89-697.pdf
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic QA75 Electronic computers. Computer science
spellingShingle QA75 Electronic computers. Computer science
Shamsi, Mahboubeh
Saad, Puteh
Ibrahim, Subariah
Rasouli, Abdolreza
Abdulrahim, Nazeema
A new accurate technique for Iris boundary detection
description The Iris based identification systems have been noticed exceedingly, presently. In this process, the iris should be segmented from captured eye image. The low contrast between pupil and iris, usually, will harden the segmenting process and will decrease the accuracy of detecting boundary between them. In order to segment the iris more precise, we propose a new technique using a difference function and a factor matrix. We also modify the segmentation operator to detect the pupil and iris as ellipse instead of circle. Experiments show that the proposed technique can segment the iris region and pupil region precisely. Based on our result, 99.34% of eyes have been segmented accurately in 1.24s averagely.
format Article
author Shamsi, Mahboubeh
Saad, Puteh
Ibrahim, Subariah
Rasouli, Abdolreza
Abdulrahim, Nazeema
author_facet Shamsi, Mahboubeh
Saad, Puteh
Ibrahim, Subariah
Rasouli, Abdolreza
Abdulrahim, Nazeema
author_sort Shamsi, Mahboubeh
title A new accurate technique for Iris boundary detection
title_short A new accurate technique for Iris boundary detection
title_full A new accurate technique for Iris boundary detection
title_fullStr A new accurate technique for Iris boundary detection
title_full_unstemmed A new accurate technique for Iris boundary detection
title_sort new accurate technique for iris boundary detection
publisher World Scientific and Engineering Academy and Society (WSEAS)
publishDate 2010
url http://eprints.utm.my/id/eprint/22804/
http://www.wseas.us/e-library/transactions/computers/2010/89-697.pdf
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