• DocumentCode
    2773855
  • Title

    Color pattern recognition using fringe-adjusted joint transform correlation

  • Author

    Alam, Mohanimad S. ; Wai, C.N.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Alabama Univ., Tuscaloosa, AL, USA
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    427
  • Lastpage
    433
  • Abstract
    A fringe-adjusted joint-transform correlator (JTC) based technique for improved color pattern recognition is introduced. In the proposed technique, a real-valued filter, called the fringe-adjusted filter is used to reshape the joint power spectrum in order to yield better correlation output. A color image is processed through three channels, and the fringe-adjusted filtering is applied to each of these channels to obtain excellent correlation discrimination. The correlation outputs from these channels are then fused together to achieve a decision on the detection of a given color pattern. It is also shown that the fringe-adjusted filtering can be applied to a multichannel single-output JTC to obtain excellent correlation output that represents the coherence level between the input target image and the reference image for all color channels. These two techniques can be easily implemented in real time as for practical color pattern recognition applications. Two architectures for all-optical implementation of the proposed techniques are presented
  • Keywords
    correlation methods; image colour analysis; image recognition; spectral analysis; coherence level; color pattern; color pattern recognition; correlation discrimination; correlation output; fringe-adjusted filter; fringe-adjusted joint transform correlation; input target image; joint power spectrum; multichannel single-output JTC; real-valued filter; reference image; Autocorrelation; Correlators; Filtering; Fourier transforms; Image analysis; Image color analysis; Lenses; Optical filters; Pattern recognition; Subtraction techniques;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    National Aerospace and Electronics Conference, 2000. NAECON 2000. Proceedings of the IEEE 2000
  • Conference_Location
    Dayton, OH
  • Print_ISBN
    0-7803-6262-4
  • Type

    conf

  • DOI
    10.1109/NAECON.2000.894942
  • Filename
    894942