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2009 Symposium on Bio-inspired Learning and Intelligent Systems for Security
Color Iris Recognition Using Quaternion Phase Correlation
Edingburgh, United Kingdom
August 20-August 21
ISBN: 978-0-7695-3754-2
| ASCII Text | x | ||
| Lahouari Ghouti, Fares S. Al-Qunaieer, "Color Iris Recognition Using Quaternion Phase Correlation," 2009 Symposium on Bio-inspired Learning and Intelligent Systems for Security, pp. 20-25, 2009 Symposium on Bio-inspired Learning and Intelligent Systems for Security, 2009. | |||
| BibTex | x | ||
| @article{ 10.1109/BLISS.2009.20, author = {Lahouari Ghouti and Fares S. Al-Qunaieer}, title = {Color Iris Recognition Using Quaternion Phase Correlation}, journal ={2009 Symposium on Bio-inspired Learning and Intelligent Systems for Security}, volume = {0}, year = {2009}, isbn = {978-0-7695-3754-2}, pages = {20-25}, doi = {http://doi.ieeecomputersociety.org/10.1109/BLISS.2009.20}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - CONF JO - 2009 Symposium on Bio-inspired Learning and Intelligent Systems for Security TI - Color Iris Recognition Using Quaternion Phase Correlation SN - 978-0-7695-3754-2 SP20 EP25 A1 - Lahouari Ghouti, A1 - Fares S. Al-Qunaieer, PY - 2009 KW - Biometrics KW - Iris Recognition and Matching KW - Hypecomplex Transforms KW - Quaternions KW - Quaternion Phase Correlation KW - band-Limited Quaternion Phase Correlation VL - 0 JA - 2009 Symposium on Bio-inspired Learning and Intelligent Systems for Security ER - | |||
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/BLISS.2009.20
In this paper, we propose a new algorithm for color iris recognition using quaternion phase correlation. The proposed scheme leads to new hypercomplex phase-based color iris recognition and matching method that is based on the joint modeling of the iris color components using the “holistic” representation provided by the quaternion representations. The efficiency of the proposed iris recognition method is characterized by greater accuracy and flexibility in capturing the color iris information. Using a database of 1877 color iris images, the experimental results indicate that the proposed method significantly improves iris recognition rates compared with traditional color approaches, while it enjoys a similar computational complexity.
Index Terms:
Biometrics, Iris Recognition and Matching, Hypecomplex Transforms, Quaternions, Quaternion Phase Correlation, band-Limited Quaternion Phase Correlation
Citation:
Lahouari Ghouti, Fares S. Al-Qunaieer, "Color Iris Recognition Using Quaternion Phase Correlation," bliss, pp.20-25, 2009 Symposium on Bio-inspired Learning and Intelligent Systems for Security, 2009
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