Volume holographic wavelet correlation processor

被引:19
作者
Feng, WY [1 ]
Yan, YB [1 ]
Jin, GF [1 ]
Wu, MX [1 ]
He, QS [1 ]
机构
[1] Tsing Hua Univ, Dept Precis Instruments, State Key Lab Precis Measurement Technol & Instru, Beijing 100084, Peoples R China
关键词
volume holographic storage; wavelet transform; correlation identification;
D O I
10.1117/1.1287393
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
A volume holographic wavelet correlation processor is proposed and constructed for correlation identification. It is based on the theory of wavelet transforms and the mechanism of angle-multiplexing volume holographic associative storage in a photorefractive crystal. High parallelism and discrimination are achieved with the system. Our research shows that cross-talk noise is significantly reduced with wavelet filtering preprocessing. Correlation cutouts can be expanded from one dimension in a conventional system to two dimensions in our system. As a result, the parallelism is greatly enhanced. Furthermore, several advantages of wavelet transforms in improving the discrimination capability of the system are described. The conventional correlation between two images is replaced by wavelet correlation between main local features extracted by an appropriate wavelet filter, which provides a sharp peak with low sidelobes. Theoretical analysis and experimental results are both given to support our conclusions. its preliminary application to human-face recognition is studied, (C) 2000 Society of Photo-Optical Instrumentation Engineers. [S0091-3286(00)01409-4].
引用
收藏
页码:2444 / 2450
页数:7
相关论文
共 19 条
[1]   Shift multiplexing with spherical reference waves [J].
Barbastathis, G ;
Levene, M ;
Psaltis, D .
APPLIED OPTICS, 1996, 35 (14) :2403-2417
[2]  
BURR GW, 1994, P SOC PHOTO-OPT INS, V2297, P402, DOI 10.1117/12.187311
[3]   Real-time human face recognition system with high parallelism [J].
Feng, WY ;
He, QS ;
Yan, YB ;
Jin, GF ;
Wu, MX .
PARALLEL AND DISTRIBUTED METHODS FOR IMAGE PROCESSING III, 1999, 3817 :108-115
[4]   Optimization of wavelet filters to improve recognition accuracy of a volume holographic correlator [J].
Feng, WY ;
Yan, YB ;
Huang, GG ;
Jin, GF ;
Wu, MX .
WAVELET APPLICATIONS IN SIGNAL AND IMAGE PROCESSING VII, 1999, 3813 :949-956
[5]   Dual multichannel optical wavelet transform processor [J].
Feng, WY ;
Yan, YB ;
Jin, GF ;
Wu, MX ;
He, QS .
ALGORITHMS, DEVICES, AND SYSTEMS FOR OPTICAL INFORMATION PROCESSING III, 1999, 3804 :249-256
[6]   Multichannel wavelet correlators by the use of associative storage in a photorefractive material [J].
Feng, WY ;
Huang, GG ;
Yan, YB ;
Jin, GF ;
Wu, MX .
PHOTOREFRACTIVE MATERIALS: PHENOMENA AND RELATED APPLICATIONS II, 1998, 3554 :149-154
[7]   Volume holographic storage for large relational databases [J].
Goertzen, BJ ;
Mitkas, PA .
OPTICAL ENGINEERING, 1996, 35 (07) :1847-1853
[8]   CORRELATION PATTERNS AND CROSS-TALK NOISE IN VOLUME HOLOGRAPHIC OPTICAL CORRELATORS [J].
GU, C ;
FU, H ;
LIEN, JR .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 1995, 12 (05) :861-868
[9]   2-D SHIFT-INVARIANT VOLUME HOLOGRAPHIC CORRELATOR [J].
GU, C ;
HONG, J ;
CAMPBELL, S .
OPTICS COMMUNICATIONS, 1992, 88 (4-6) :309-314
[10]   VOLUME HOLOGRAPHIC STORAGE AND RETRIEVAL OF DIGITAL DATA [J].
HEANUE, JF ;
BASHAW, MC ;
HESSELINK, L .
SCIENCE, 1994, 265 (5173) :749-752