Rotation-invariant pattern recognition using a joint transform correlator

被引:9
作者
Chang, SD [1 ]
Boothroyd, S [1 ]
Palacharla, P [1 ]
Pachanathan, S [1 ]
机构
[1] UNIV OTTAWA, DEPT ELECT ENGN, OTTAWA, ON K1N 6N5, CANADA
关键词
pattern recognition; circular harmonic function; joint transform correlator; phase only filtering; optical correlator;
D O I
10.1016/0030-4018(96)00065-X
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
We present numerical and experimental results for a rotation-invariant pattern recognition method using a joint transform correlator. The reference image input to the correlator along with the input scene is a circular harmonic function. This positive real function is derived from a phase only circular harmonic matched filter for the reference image and is shown to give good discrimination for translation and rotation-invariant pattern recognition.
引用
收藏
页码:107 / 116
页数:10
相关论文
共 21 条
[1]   VITAMIN-A STATUS IN PRETERM AND TERM INFANTS AT BIRTH [J].
CHAN, V ;
GREENOUGH, A ;
CHEESEMAN, P ;
GAMSU, HR .
JOURNAL OF PERINATAL MEDICINE, 1993, 21 (01) :59-62
[2]  
DONGARRA JJ, 1995, CS8985 U TENN COMP S
[3]   OPTICAL RECONSTRUCTION FROM PROJECTIONS VIA CIRCULAR HARMONIC EXPANSION [J].
HANSEN, EW ;
GOODMAN, JW .
OPTICS COMMUNICATIONS, 1978, 24 (03) :268-272
[4]   PHASE-ONLY MATCHED FILTERING [J].
HORNER, JL ;
GIANINO, PD .
APPLIED OPTICS, 1984, 23 (06) :812-816
[5]   OPTICAL-PATTERN RECOGNITION USING CIRCULAR HARMONIC EXPANSION [J].
HSU, YN ;
ARSENAULT, HH .
APPLIED OPTICS, 1982, 21 (22) :4016-4019
[6]   JOINT TRANSFORM IMAGE CORRELATION USING A BINARY SPATIAL LIGHT-MODULATOR AT THE FOURIER PLANE [J].
JAVIDI, B ;
KUO, CJ .
APPLIED OPTICS, 1988, 27 (04) :663-665
[7]   CHIRP-ENCODED JOINT TRANSFORM CORRELATORS WITH A SINGLE-INPUT PLANE [J].
JAVIDI, B ;
TANG, Q .
APPLIED OPTICS, 1994, 33 (02) :227-230
[8]   NONLINEAR JOINT POWER SPECTRUM BASED OPTICAL CORRELATION [J].
JAVIDI, B .
APPLIED OPTICS, 1989, 28 (12) :2358-2367
[9]   ROTATION-INVARIANT JOINT TRANSFORM CORRELATOR [J].
JUTAMULIA, S ;
ASAKURA, T .
APPLIED OPTICS, 1994, 33 (23) :5440-5442
[10]   ARTIFICIAL RETINAS - FAST, VERSATILE IMAGE-PROCESSORS [J].
KYUMA, K ;
LANGE, E ;
OHTA, J ;
HERMANNS, A ;
BANISH, B ;
OITA, M .
NATURE, 1994, 372 (6502) :197-198