SHIFT-AND-SCALE-INVARIANT PATTERN-RECOGNITION USING AN ELLIPTIC COORDINATE-TRANSFORMED PHASE-ONLY FILTER

被引:6
作者
GARCIA, J [1 ]
SZOPLIK, T [1 ]
FERREIRA, C [1 ]
机构
[1] UNIV WARSAW, INST GEOFIZ, PL-02093 WARSAW, POLAND
关键词
PATTERN RECOGNITION; PHASE-ONLY FILTERS; IMAGE PROCESSING;
D O I
10.1364/AO.31.004823
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
A shift-and-scale-invariant elliptic coordinate-transformed phase-only filter in proposed. The filter is built in three steps: the complex conjugate of a basic-size target spectrum is calculated, its phase-only part is taken, and then the elliptic coordinate transformation is made. In the extreme case the scale ratio of recognizable objects equals 1:1.5, permitting good recognition of object sizes S within the range 0.83 less-than-or-equal-to S less-than-or-equal-to 1.25. Discrimination abilities and relative Horner efficiencies of a few versions of the filter are calculated.
引用
收藏
页码:4823 / 4828
页数:6
相关论文
共 25 条
[1]   SIMPLE FILTER WITH LIMITED ROTATION INVARIANCE [J].
ARSENAULT, HH ;
FERREIRA, C ;
LEVESQUE, MP ;
SZPOLIK, T .
APPLIED OPTICS, 1986, 25 (18) :3230-3234
[2]  
ARSENAULT HH, 1989, OPTICAL PROCESSING C, P315
[3]   GENERALIZED SYNTHETIC DISCRIMINANT FUNCTIONS [J].
BAHRI, Z ;
KUMAR, BVKV .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 1988, 5 (04) :562-571
[4]   A THRESHOLD LOGIC NETWORK FOR SHAPE INVARIANCE [J].
BROUSIL, JK ;
SMITH, DR .
IEEE TRANSACTIONS ON ELECTRONIC COMPUTERS, 1967, EC16 (06) :818-+
[5]   UNIFIED SYNTHETIC DISCRIMINANT FUNCTION COMPUTATIONAL FORMULATION [J].
CASASENT, D .
APPLIED OPTICS, 1984, 23 (10) :1620-1627
[6]  
CASASENT D, 1978, PROGR OPTICS, V16, P289
[7]   ROLE OF THE HORNER EFFICIENCY IN THE OPTIMIZATION OF SPATIAL FILTERS FOR OPTICAL-PATTERN RECOGNITION [J].
CAULFIELD, HJ .
APPLIED OPTICS, 1982, 21 (24) :4391-4392
[8]   IMPROVED DISCRIMINATION IN OPTICAL CHARACTER RECOGNITION [J].
CAULFIELD, HJ ;
MALONEY, WT .
APPLIED OPTICS, 1969, 8 (11) :2354-+
[10]  
FERREIRA C, 1989, P SOC PHOTO-OPT INS, V1134, P173, DOI 10.1117/12.961630