Color pattern recognition using fringe-adjusted joint transform correlation

被引:26
|
作者
Alam, MS
Wai, CN
机构
[1] Univ S Alabama, Dept Elect & Comp Engn, Mobile, AL 36688 USA
[2] Univ Alabama, Dept Elect & Comp Engn, Tuscaloosa, AL 35487 USA
关键词
color pattern recognition; multichannel; joint transform correlator; joint power spectrum; fringe-adjusted filter;
D O I
10.1117/1.1413211
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
A fringe-adjusted joint transform correlator (JTC) based technique for improved color pattern recognition is introduced. In the proposed technique, a real-valued fringe-adjusted filter is used to reshape the joint power spectrum to yield better correlation output. A color image is processed through three channels, and fringe-adjusted filtering is applied to each of these channels to achieve excellent correlation discrimination. The correlation outputs from these channels are then fused together to make a decision on the detection of a desired color pattern. It is also shown that the fringe-adjusted filtering can be effectively applied to a multichannel single-output JTC to obtain excellent correlation discrimination between an unknown input scene target and a reference image for all color channels. The proposed techniques can be implemented in real time for practical color pattern recognition applications. Two architectures for all-optical implementation of the proposed techniques are presented. (C) 2001 Society of Photo-Optical Instrumentation Engineers.
引用
收藏
页码:2407 / 2413
页数:7
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