ITERATIVE OPTIMIZATION ALGORITHMS FOR FILTER GENERATION IN OPTICAL CORRELATORS - A COMPARISON

被引:15
作者
MAHLAB, U
SHAMIR, J
机构
[1] Department of Electrical Engineering, Technicon Israel Institute of Technology, Technion City, Haifa
来源
APPLIED OPTICS | 1992年 / 31卷 / 08期
关键词
D O I
10.1364/AO.31.001117
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
A general approach to the implementation of highly selective spatial filters for pattern recognition leads to a nonlinear optimization problem. Three optimization algorithms, hill climbing (direct search), simulated annealing, and the genetic algorithm, were investigated for implementation on hybrid electro-optical systems. Experimental results indicate the substantial superiority of the genetic algorithm in terms of operating speed and performance quality.
引用
收藏
页码:1117 / 1125
页数:9
相关论文
共 24 条
[1]  
[Anonymous], 1989, GENETIC ALGORITHM SE
[2]  
ATHALE RA, 1986, P SOC PHOTOOPT INSTR, V634, P96
[3]  
Avriel M, 2003, NONLINEAR PROGRAMMIN
[4]   IMPROVING BINARY PHASE CORRELATION FILTERS USING ITERATIVE TECHNIQUES [J].
BARTELT, H ;
HORNER, J .
APPLIED OPTICS, 1985, 24 (18) :2894-2897
[5]   BIMODAL OPTICAL COMPUTERS [J].
CAULFIELD, HJ ;
GRUNINGER, JH ;
LUDMAN, JE ;
STEIGLITZ, K ;
RABITZ, H ;
GELFAND, J ;
TSONI, E .
APPLIED OPTICS, 1986, 25 (18) :3128-3131
[6]   COHERENT OPTICAL FEEDBACK FOR THE ANALOG SOLUTION OF PARTIAL-DIFFERENTIAL EQUATIONS [J].
CEDERQUIST, J ;
LEE, SH .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA, 1980, 70 (08) :944-953
[7]   RELATION BETWEEN OBJECT POSITION AND AUTOCORRELATION SPOTS IN VANDERLUGT FILTERING PROCESS .2. INFLUENCE OF VOLUME NATURE OF PHOTOGRAPHIC-EMULSION [J].
DOUKLIAS, N ;
SHAMIR, J .
APPLIED OPTICS, 1973, 12 (02) :364-367
[8]   ENTROPY OPTIMIZED FILTER FOR PATTERN-RECOGNITION [J].
FLEISHER, M ;
MAHLAB, U ;
SHAMIR, J .
APPLIED OPTICS, 1990, 29 (14) :2091-2098
[9]   FULLY PARALLEL, HIGH-SPEED INCOHERENT OPTICAL METHOD FOR PERFORMING DISCRETE FOURIER-TRANSFORMS [J].
GOODMAN, JW ;
DIAS, AR ;
WOODY, LM .
OPTICS LETTERS, 1978, 2 (01) :1-3
[10]   INCLUSION OF FILTER MODULATION IN SYNTHETIC-DISCRIMINANT-FUNCTION CONSTRUCTION [J].
JARED, DA ;
ENNIS, DJ .
APPLIED OPTICS, 1989, 28 (02) :232-239