IMAGE CLASSIFICATION WITH A CHIRP-ENCODED JOINT TRANSFORM CORRELATOR

被引:9
作者
JAVIDI, B
TANG, Q
ZHANG, GS
PARCHEKANI, F
机构
[1] Department of Electrical Engineering, University of Connecticut, Storrs, CT
关键词
D O I
10.1364/AO.33.006219
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
We describe a method of performing image classification with a chirp-encoded joint transform correlator. In the proposed system the reference images and the input image that is to be classified are placed in different input planes of the joint transform correlator. As a result, different output planes of the correlator are associated with each reference image. The input image is classified on the basis of the intensity and the spatial position of the correlation peak. The reference images and the input image can be positioned in one input plane with glass blocks of different thicknesses placed on each reference image. This produces the same effect as having the reference images and the input image in different planes. Analytical expressions, computer simulations, and optical experiments are presented to investigate the performance of the chirp-encoded joint transform correlator for image classification.
引用
收藏
页码:6219 / 6227
页数:9
相关论文
共 16 条
[1]   FEATURE EXTRACTORS FOR DISTORTION-INVARIANT ROBOT VISION [J].
CASASENT, D ;
SHARMA, V .
OPTICAL ENGINEERING, 1984, 23 (05) :492-498
[2]  
FIELDING KH, 1990, OPT ENG, V29, P1081, DOI 10.1117/12.55695
[3]  
GOODMAN JW, 1967, INTRO FOURIER OPTICS, P83
[4]   OPTICAL IMPLEMENTATION OF THE LEAST-SQUARES LINEAR MAPPING TECHNIQUE FOR IMAGE CLASSIFICATION [J].
GU, ZH ;
LEGER, JR ;
LEE, SH .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA, 1982, 72 (06) :787-793
[5]  
HAHN WB, 1992, OPT ENG, V31, P896, DOI 10.1117/12.56164
[6]   CHIRP-ENCODED JOINT TRANSFORM CORRELATORS WITH A SINGLE-INPUT PLANE [J].
JAVIDI, B ;
TANG, Q .
APPLIED OPTICS, 1994, 33 (02) :227-230
[7]   NONLINEAR JOINT POWER SPECTRUM BASED OPTICAL CORRELATION [J].
JAVIDI, B .
APPLIED OPTICS, 1989, 28 (12) :2358-2367
[8]   EXPERIMENTS ON NONLINEAR JOINT TRANSFORM CORRELATOR USING AN OPTICALLY ADDRESSED SPATIAL LIGHT-MODULATOR IN THE FOURIER PLANE [J].
JAVIDI, B ;
TANG, Q ;
GREGORY, DA ;
HUDSON, TD .
APPLIED OPTICS, 1991, 30 (14) :1772-1776
[9]   SIMULATED ANNEALING ALGORITHM FOR BINARY PHASE ONLY FILTERS IN PATTERN-CLASSIFICATION [J].
KIM, MS ;
GUEST, CC .
APPLIED OPTICS, 1990, 29 (08) :1203-1208
[10]  
LI HS, 1993, APPL OPTICS, V2, P5026