Pattern recognition using sequential matched filtering of wavelet coefficients

被引:20
作者
Maestre, RA
Garcia, J
Ferreira, C
机构
[1] Universitat de València, Dept. Interuniversitari d'Optica, 46100 Burjassot
关键词
pattern recognition; wavelet transform; wavelet filters;
D O I
10.1016/S0030-4018(96)00399-9
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
A bank of wavelets is used for pattern recognition by means of sequential filtering. Each element of the bank is matched to a different wavelet coefficient of the target. A sequential process leads to a set of correlation outputs. Post-processing by means of a fast blending method provides the final output correlation. Both computer simulations and optical experiments are presented, showing the discrimination capability for this implementation.
引用
收藏
页码:401 / 414
页数:14
相关论文
共 28 条
[1]   A SIMPLIFICATION OF LEES METHOD OF GENERATING HOLOGRAMS BY COMPUTER [J].
BURCKHAR.CB .
APPLIED OPTICS, 1970, 9 (08) :1949-&
[2]   SIDELOBE REDUCTION IN OPTICAL SIGNAL-PROCESSING [J].
CROWE, DG ;
SHAMIR, J ;
RYAN, TW .
APPLIED OPTICS, 1993, 32 (02) :179-183
[3]   CIRCULAR-HARMONIC MINIMUM AVERAGE CORRELATION-ENERGY FILTER FOR COLOR PATTERN-RECOGNITION [J].
GARCIA, J ;
CAMPOS, J ;
FERREIRA, C .
APPLIED OPTICS, 1994, 33 (11) :2180-2187
[4]   MULTIVARIANT TECHNIQUE FOR MULTICLASS PATTERN-RECOGNITION [J].
HESTER, CF ;
CASASENT, D .
APPLIED OPTICS, 1980, 19 (11) :1758-1761
[5]   LIGHT UTILIZATION IN OPTICAL CORRELATORS [J].
HORNER, JL .
APPLIED OPTICS, 1982, 21 (24) :4511-4514
[6]   PHASE-ONLY MATCHED FILTERING [J].
HORNER, JL ;
GIANINO, PD .
APPLIED OPTICS, 1984, 23 (06) :812-816
[7]  
JOSEPH J, 1994, APPL OPTICS, V34, P3997
[8]  
Jutamulia, 1992, OPTICAL SIGNAL PROCE
[9]  
KOHONEN K, 1984, SELF ORG ASSOCIATIVE
[10]   PERFORMANCE-MEASURES FOR CORRELATION FILTERS [J].
KUMAR, BVKV ;
HASSEBROOK, L .
APPLIED OPTICS, 1990, 29 (20) :2997-3006