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Iris recognition using semantic indexing
Other Title(s)
مطابقة هوية قزحية العين باستخدام الفهرسة الدلالية
Joint Authors
Ulwan, Ansam Ahmad
al-Tai, Muhammad Sahib Mahdi
al-Ani, Layth Abd al-Aziz Abbas
Source
Issue
Vol. 53, Issue 4 (sup) (31 Dec. 2012), pp.1137-1143, 7 p.
Publisher
University of Baghdad College of Science
Publication Date
2012-12-31
Country of Publication
Iraq
No. of Pages
7
Main Subjects
Physics
Information Technology and Computer Science
Abstract EN
The iris of human eye is one of the most useful traits for biometric recognition.
This paper presents an iris recognition system based on semantic indexing.
The proposed system uses the concepts of latent semantic indexing (LSI) for iris recognition.
One technique of LSI is the singular value decomposition (SVD).
The SVD is an information retrieval uses numerical decomposition methods to compute one characteristic value (i.e.
SVD) for each iris image to be used as a recognition feature.
The proposed system consists of two phases: the training and recognition.
The training phase is responsible on storing the iris models in the database, while the task of recognition phase is to compute the similarity measure between the SVD of the query iris image and SVDs of the iris images found in the database.
The recognition decision is made according to the normalized similarities and appeared as a text message tells what the identity it is.
The successful recognition rate was about 96%, which ensure the successful of the employed method and correct path of computations.
American Psychological Association (APA)
al-Ani, Layth Abd al-Aziz Abbas& al-Tai, Muhammad Sahib Mahdi& Ulwan, Ansam Ahmad. 2012. Iris recognition using semantic indexing. Iraqi Journal of Science،Vol. 53, no. 4 (sup), pp.1137-1143.
https://search.emarefa.net/detail/BIM-955588
Modern Language Association (MLA)
al-Ani, Layth Abd al-Aziz Abbas…[et al.]. Iris recognition using semantic indexing. Iraqi Journal of Science Vol. 53, no. 4 (Supplement) (Dec. 2012), pp.1137-1143.
https://search.emarefa.net/detail/BIM-955588
American Medical Association (AMA)
al-Ani, Layth Abd al-Aziz Abbas& al-Tai, Muhammad Sahib Mahdi& Ulwan, Ansam Ahmad. Iris recognition using semantic indexing. Iraqi Journal of Science. 2012. Vol. 53, no. 4 (sup), pp.1137-1143.
https://search.emarefa.net/detail/BIM-955588
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 1143
Record ID
BIM-955588