ADAPTIVE PATTERN-RECOGNITION WITH ROTATION, SCALE, AND SHIFT INVARIANCE

被引:9
作者
SILVERA, E [1 ]
KOTZER, T [1 ]
SHAMIR, J [1 ]
机构
[1] IMETRIX LTD,DIV ALGORITHM,IL-76110 REHOVOT,ISRAEL
来源
APPLIED OPTICS | 1995年 / 34卷 / 11期
关键词
D O I
10.1364/AO.34.001891
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Mutually orthogonal pattern distortions are handled by an adaptive optical recognition system. A double-channel system is presented that implements pattern recognition with rotation, scale, and shift invariance. The recognition process is based on a two-stage operation: An object-independent determination of one distortion parameter (the scale, in the example presented here) is performed, and then the recognition is completed by a shift- and rotation-invariant optical correlator that is adapted to the measured parameter. Thus, complete invariance to three distortion parameters is achieved by the combination of two channels. The overall process is performed efficiently and can be executed in real time.
引用
收藏
页码:1891 / 1900
页数:10
相关论文
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[11]  
Youla D C, 1982, IEEE Trans Med Imaging, V1, P81, DOI 10.1109/TMI.1982.4307555