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
  • [1] Iris features extraction using wavelet packets
    Rydgren, E
    Ea, T
    Amiel, F
    Rossant, F
    Amara, A
    ICIP: 2004 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1- 5, 2004, : 861 - 864
  • [2] Iris identification and robustness evaluation of a wavelet packets based algorithm
    Rossant, F
    Eslava, MT
    Ea, T
    Amiel, F
    Amara, A
    2005 International Conference on Image Processing (ICIP), Vols 1-5, 2005, : 3029 - 3032
  • [3] Applications of wavelet packets decomposition in iris recognition
    Gan, JY
    Liang, Y
    ADVANCES IN BIOMETRICS, PROCEEDINGS, 2006, 3832 : 443 - 449
  • [4] Identification of speech transients using variable and wavelet packets
    Rasetshwane, Daniel M.
    Boston, J. Robert
    Li, Ching-Chung
    2006 28TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-15, 2006, : 4804 - +
  • [5] Wavelet channel analysis of the multichannel iris recognition system and the improvement by wavelet packets
    Cai, D
    Tan, QF
    Yan, YB
    Jin, GF
    He, QS
    APPLICATIONS OF DIGITAL IMAGE PROCESSING XXVII, PTS 1AND 2, 2004, 5558 : 788 - 795
  • [6] Iris Identification Using Wavelet Decomposition and Gabor Filter
    Petterson, Hannes Nitz
    Rehnholm, Jonas
    Vikstrom, Samuel
    Aslund, Martin
    Astrand, Elaine
    Tomasic, Ivan
    2020 43RD INTERNATIONAL CONVENTION ON INFORMATION, COMMUNICATION AND ELECTRONIC TECHNOLOGY (MIPRO 2020), 2020, : 265 - 270
  • [7] Identification of surface defects in textured materials using wavelet packets
    Kumar, A
    Pang, G
    CONFERENCE RECORD OF THE 2001 IEEE INDUSTRY APPLICATIONS CONFERENCE, VOLS 1-4, 2001, : 247 - 251
  • [8] Multipath channel identification with wavelet packets
    Quinquis, A
    Boulinguez, D
    IEEE JOURNAL OF OCEANIC ENGINEERING, 1997, 22 (02) : 342 - 346
  • [9] A human identification technique using images of the iris and wavelet transform
    Boles, WW
    Boashash, B
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1998, 46 (04) : 1185 - 1188
  • [10] System identification based on wavelet packets decomposition
    Takahashi, M
    Ohmori, H
    Sano, A
    UKACC INTERNATIONAL CONFERENCE ON CONTROL '98, VOLS I&II, 1998, : 699 - 704
12345