• DocumentCode
    2897984
  • Title

    Optimal Image Mosaic Wavelet Method Based on Fuzzy Integral

  • Author

    Yang, Guo-Sheng ; Zhang, Huan-long

  • Author_Institution
    Inst. of Adv. Control & Intelligent Inf. Process., Henan Univ.
  • fYear
    2006
  • fDate
    13-16 Aug. 2006
  • Firstpage
    3738
  • Lastpage
    3744
  • Abstract
    In order to give attention to the smooth and distortion of two image mosaic evaluation indices simultaneously, an optimal image mosaic method based on fuzzy integral is proposed in this paper. Aiming at the problems resulting from evaluating mosaic effect of single-factor evaluation index, the integrative evaluation method of the mosaic image is put forward based on synthesizing two independent single-factor indices by fuzzy integral that is largely subject to human feeling. According to the optimal image mosaic method, an optimal weighted function is obtained. With the help of the optimal weighted function, wavelet coefficients are fused at different resolution levels. As a result, a smooth and seamless mosaic image is reconstructed. Finally experiments are performed on the method presented in this paper
  • Keywords
    fuzzy set theory; image reconstruction; image resolution; image segmentation; integral equations; wavelet transforms; fuzzy integral; human feeling; image mosaic evaluation indices; image reconstruction; optimal image mosaic wavelet method; optimal weighted function; single-factor evaluation index; wavelet coefficients; Algorithm design and analysis; Cybernetics; Frequency domain analysis; Fuzzy control; Image analysis; Image reconstruction; Intelligent control; Machine learning; Optimal control; Pixel; Wavelet analysis; Wavelet coefficients; Wavelet transforms; Fuzzy integral; Image; Mosaic counter-tangent; Optimal graduation weight;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2006 International Conference on
  • Conference_Location
    Dalian, China
  • Print_ISBN
    1-4244-0061-9
  • Type

    conf

  • DOI
    10.1109/ICMLC.2006.258637
  • Filename
    4028721