Iris identification using wavelet packets

被引:22
作者
Krichen, E [1 ]
Mellakh, MA [1 ]
Garcia-Salicetti, S [1 ]
Dorizzi, B [1 ]
机构
[1] INT, Evry, France
来源
PROCEEDINGS OF THE 17TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 4 | 2004年
关键词
D O I
10.1109/ICPR.2004.1333771
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we present a new method for iris identification particularly convenient for visible light images. It relies on the use of packets of wavelets [8] for the production of an iris code. Experiments, conducted on a database of 700 iris images, acquired with visible light illumination, show an improvement of 2% of FAR and of around 11.5% of FRR with the proposed method relatively to the classical wavelet method [1]. The contribution of colour information is also studied with such method.
引用
收藏
页码:335 / 338
页数:4
相关论文
共 50 条
[31]   SAR Image Compression using Wavelet Packets [J].
Agrawal, Navneet ;
Venugopalan, K. .
PROCEEDINGS OF THE 2009 INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING SYSTEMS, 2009, :343-+
[32]   Audio compression using wavelets and wavelet packets [J].
Devassia, V.P. ;
Sandeep, G. ;
Antony, N. Sajeev ;
Thomas, Tessamma .
Advances in Modelling and Analysis B, 2003, 46 (3-4) :61-72
[33]   Analysis of Epileptic Events Using Wavelet Packets [J].
Sinno, Nisrine ;
Tout, Kifah .
INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY, 2008, 5 (04) :421-425
[34]   A method of sidelobe cancellation using wavelet packets [J].
Cahill, PE ;
Gerlach, K ;
Lin, FLC .
PROCEEDINGS OF THE IEEE 2004 RADAR CONFERENCE, 2004, :426-430
[35]   Feature extraction using wavelet packets strategy [J].
Jiang, H ;
Er, MJ ;
Gao, Y .
42ND IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-6, PROCEEDINGS, 2003, :4517-4520
[36]   Embedding data in images using wavelet packets [J].
Musaruddin, M ;
Kouzani, AZ .
TENCON 2004 - 2004 IEEE REGION 10 CONFERENCE, VOLS A-D, PROCEEDINGS: ANALOG AND DIGITAL TECHNIQUES IN ELECTRICAL ENGINEERING, 2004, :B120-B123
[37]   Texture segmentation using wavelet packets frame [J].
Zhu, Chaobo ;
Chen, Kangli ;
Zheng, Xiaosong .
Moshi Shibie yu Rengong Zhineng/Pattern Recognition and Artificial Intelligence, 2000, 13 (04) :400-403
[38]   Iris Recognition Using Wavelet Features [J].
Jaemin Kim ;
Seongwon Cho ;
Jinsu Choi ;
Robert J. Marks .
Journal of VLSI signal processing systems for signal, image and video technology, 2004, 38 :147-156
[39]   Iris recognition using wavelet features [J].
Kim, J ;
Cho, SW ;
Choi, J ;
Marks, RJ .
JOURNAL OF VLSI SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 2004, 38 (02) :147-156
[40]   Chatter identification in end milling process using wavelet packets and Hilbert-Huang transform [J].
Cao, Hongrui ;
Lei, Yaguo ;
He, Zhengjia .
INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE, 2013, 69 :11-19