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
[21]   Phoneme classification using wavelet packets [J].
Rangaswamy, Vidya ;
Weeks, Michael .
PROCEEDINGS OF THE FIFTH IASTED INTERNATIONAL CONFERENCE ON COMMUNICATIONS, INTERNET, AND INFORMATION TECHNOLOGY, 2006, :31-+
[22]   Using Wavelet Packets for Selectivity Estimation [J].
Ilic, S. S. ;
Spalevic, P. .
COMPUTER JOURNAL, 2013, 56 (07) :827-842
[23]   Iris recognition using wavelet [J].
Masood, K. ;
Javed, A. Y. ;
Basit, A. .
THIRD INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES 2007, PROCEEDINGS, 2007, :253-256
[24]   Iris recognition using wavelet [J].
Masood, Khaliq ;
Javed, Muhammad Younus ;
Basit, Abdul .
WMSCI 2007: 11TH WORLD MULTI-CONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL III, PROCEEDINGS, 2007, :123-127
[25]   Impulse response identification by use of wavelet packets decomposition [J].
Takahashi, M ;
Ohmori, H ;
Sano, A .
PROCEEDINGS OF THE 37TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-4, 1998, :211-214
[26]   Biometric Personal Identification Based On Iris Recognition Using Complex Wavelet Transforms [J].
Hariprasath, S. ;
Mohan, V. .
ICCN: 2008 INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATION AND NETWORKING, 2008, :451-455
[27]   Progressive image transmission using wavelet packets [J].
Demaistre, N ;
Labit, C .
INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, PROCEEDINGS - VOL I, 1996, :953-956
[28]   Local spectral analysis using wavelet packets [J].
Yu, J ;
Karlsson, S .
CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2001, 20 (05) :497-528
[29]   Respiratory sounds denoising using wavelet packets [J].
Bahoura, M ;
Hubin, M ;
Ketata, M .
PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON BIOELECTROMAGNETISM, 1998, :11-12
[30]   Local spectral analysis using wavelet packets [J].
Jun Yu ;
Stefan Karlsson .
Circuits, Systems and Signal Processing, 2001, 20 :497-528