Three-Dimensional Head-Pose Estimation for Smart Iris Recognition from a Calibrated Camera
Joint Authors
Akrout, Belhassen
Fakhfakh, Sana
Source
Mathematical Problems in Engineering
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-14, 14 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-07-18
Country of Publication
Egypt
No. of Pages
14
Main Subjects
Abstract EN
Current research in biometrics aims to develop high-performance tools, which would make it possible to better extract the traits specific to each individual and to grasp their discriminating characteristics.
This research is based on high-level analyses of images, captured from the candidate to identify, for a better understanding and interpretation of these signals.
Several biometric identification systems exist.
The recognition systems based on the iris have many advantages and they are among the most reliable.
In this paper, we propose a new approach based on biometric iris authentication.
A new scheme was made in this work that consists of calculating a three-dimensional head pose to capture a good iris image from a video sequence which affects the identification results.
From this image, we were able to locate the iris and analyse its texture by intelligent use of Meyer wavelets.
Our approach was evaluated and approved through two databases CASIA Iris Distance and MiraclHB.
The comparative study showed its effectiveness compared to those in the literature.
American Psychological Association (APA)
Akrout, Belhassen& Fakhfakh, Sana. 2020. Three-Dimensional Head-Pose Estimation for Smart Iris Recognition from a Calibrated Camera. Mathematical Problems in Engineering،Vol. 2020, no. 2020, pp.1-14.
https://search.emarefa.net/detail/BIM-1202512
Modern Language Association (MLA)
Akrout, Belhassen& Fakhfakh, Sana. Three-Dimensional Head-Pose Estimation for Smart Iris Recognition from a Calibrated Camera. Mathematical Problems in Engineering No. 2020 (2020), pp.1-14.
https://search.emarefa.net/detail/BIM-1202512
American Medical Association (AMA)
Akrout, Belhassen& Fakhfakh, Sana. Three-Dimensional Head-Pose Estimation for Smart Iris Recognition from a Calibrated Camera. Mathematical Problems in Engineering. 2020. Vol. 2020, no. 2020, pp.1-14.
https://search.emarefa.net/detail/BIM-1202512
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1202512