Iris feature extraction and matching based on space pyramid

被引:0
作者
Peng, Wei [1 ]
Yang, Qunying [2 ]
Gui, Song [1 ]
机构
[1] Univ Elect Sci & Technol China, Zhongshan Inst, Zhongshan 528402, Guangdong, Peoples R China
[2] Sichuan Elect Vocat & Techn Coll, Chengdu 637421, Peoples R China
来源
ADVANCED RESEARCH ON INDUSTRY, INFORMATION SYSTEM AND MATERIAL ENGINEERING | 2012年 / 459卷
关键词
component; iris recognition; iris segmentation; feature extraction; on space pyramid; pyramid kernel; RECOGNITION;
D O I
10.4028/www.scientific.net/AMR.459.7
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Iris feature extraction and classifier design are the key steps in iris recognition system, because it will directly affect the effect of iris recognition, especially for real-time iris recognition system, in order to extract enough information as possible while reducing the system Calculation, and find a balance between effectiveness and efficiency in the identification, the current proposed Gobor Dougman filtering is the main feature extraction. However, in the kinds of embedded systems, Gobor function need large amount of calculation, so this chapter put the pyramid matching classification in scenes into feature extraction, established a new model of feature extraction and recognition. The match effect is ideal in after large number of tests.
引用
收藏
页码:7 / +
页数:3
相关论文
共 12 条
[1]   A human identification technique using images of the iris and wavelet transform [J].
Boles, WW ;
Boashash, B .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1998, 46 (04) :1185-1188
[2]   HIGH CONFIDENCE VISUAL RECOGNITION OF PERSONS BY A TEST OF STATISTICAL INDEPENDENCE [J].
DAUGMAN, JG .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1993, 15 (11) :1148-1161
[3]   A new iris segmentation method for recognition [J].
Huang, JZ ;
Wang, YH ;
Tan, TN ;
Cui, JL .
PROCEEDINGS OF THE 17TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 3, 2004, :554-557
[4]  
LAZEBNIK S., 2006, IEEE C CVPR
[5]   Efficient iris recognition by characterizing key local variations [J].
Ma, L ;
Tan, TN ;
Wang, YH ;
Zhang, DX .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2004, 13 (06) :739-750
[6]   Personal identification based on iris texture analysis [J].
Ma, L ;
Tan, T ;
Wang, YH ;
Zhang, DX .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2003, 25 (12) :1519-1533
[7]  
MA Z, 2009, IEEE C ICCCAS, P493
[8]   Fast Keypoint Recognition Using Random Ferns [J].
Oezuysal, Mustafa ;
Calonder, Michael ;
Lepetit, Vincent ;
Fua, Pascal .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2010, 32 (03) :448-461
[9]  
OZUYSAL M., 2007, IEEE C CVPR
[10]  
PAN L., 2008, INT C PATT REC