• DocumentCode
    477120
  • Title

    A generalized λ-fuzzy measure and its application in image enhancement

  • Author

    Yang, Lan-zhen ; Ha, Ming-Hu ; Wang, Xian-jie ; Zhang, Zi-ru

  • Author_Institution
    Machine Learning Center, Hebei Univ., Baoding
  • Volume
    1
  • fYear
    2008
  • fDate
    30-31 Aug. 2008
  • Firstpage
    35
  • Lastpage
    40
  • Abstract
    In this paper, a new concept of generalized lambda-fuzzy measure is introduced, and it is a non-negative, extended real-valued set function satisfying generalized sigma - lambda - rule, and is not necessarily monotone. The relationships between this new concept and lambda-fuzzy measure, a signed measure and so on, are discussed, and it is worth noting that any generalized lambda-fuzzy measure is a signed measure under some conditions. Moreover, an application of generalized lambda-fuzzy measure in image enhancement is given, and the corresponding experiment shows that different values of lambda have different influences on an image.
  • Keywords
    fuzzy set theory; image enhancement; extended real-valued set function; image enhancement; lambda-fuzzy measure; Area measurement; Filters; Fuzzy sets; Image analysis; Image enhancement; Image processing; Pattern analysis; Pattern recognition; Software measurement; Wavelet analysis; Autocontinuous; Generalized λ - fuzzy measure; Generalized σ - λ rule; Null-additive; Signed measure;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Wavelet Analysis and Pattern Recognition, 2008. ICWAPR '08. International Conference on
  • Conference_Location
    Hong Kong
  • Print_ISBN
    978-1-4244-2238-8
  • Electronic_ISBN
    978-1-4244-2239-5
  • Type

    conf

  • DOI
    10.1109/ICWAPR.2008.4635746
  • Filename
    4635746