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
相关论文
共 50 条
  • [31] Enhanced rotation and scale invariant target detection using the fringe-adjusted joint transform correlation
    El-Saba, A. M.
    Alam, M. S.
    Sakla, W.
    OPTICAL PATTERN RECOGNITON XVII, 2006, 6245
  • [32] Class-associative multiple target detection using fringe-adjusted joint transform correlation
    Alam, MS
    Rahman, MM
    OPTICAL PATTERN RECOGNITION XIII, 2002, 4734 : 113 - 121
  • [33] Invariant face recognition using a neural network based on the fringe-adjusted joint transform correlator
    Alsamman, AF
    Alam, MS
    OPTICAL ENGINEERING, 2002, 41 (11) : 2768 - 2777
  • [34] Invariant face recognition using fringe-adjusted joint transform correlator based neural network
    Alsamman, A
    Alam, MS
    OPTICAL PATTERN RECOGNITION XII, 2001, 4387 : 164 - 175
  • [35] Modified fringe-adjusted joint transform correlation to accommodate noise in the input scene
    Wang, RKK
    Shang, L
    Chatwin, CR
    APPLIED OPTICS, 1996, 35 (02) : 286 - 296
  • [36] Dynamic target tracking with fringe-adjusted joint transform correlation and template matching
    Bal, A
    Alam, MS
    APPLIED OPTICS, 2004, 43 (25) : 4874 - 4881
  • [37] Enhanced fingerprint identification using dynamic neural network and fringe-adjusted joint transform correlation
    Bal, A
    Alam, MS
    El-Saba, AM
    Optical Pattern Recognition XVI, 2005, 5816 : 195 - 202
  • [38] Deterministic hyperspectral target detection using the DWT and spectral fringe-adjusted joint transform correlation
    Sakla, Wesam A.
    Sakla, Adel A.
    Alam, M. S.
    AUTOMATIC TARGET RECOGNITION XVIII, 2008, 6967
  • [39] Heteroassociative multiple-target tracking by fringe-adjusted joint transform correlation
    Alam, MS
    Khan, J
    Bal, A
    APPLIED OPTICS, 2004, 43 (02) : 358 - 365
  • [40] Distortion-invariant fractional power fringe-adjusted joint transform correlation
    Chen, XW
    Karim, MA
    Alam, MS
    OPTICAL ENGINEERING, 1998, 37 (01) : 138 - 143