• DocumentCode
    3062910
  • Title

    Fusion of low contrast multifocus images

  • Author

    Savic, Srdran ; Babic, Zdenka

  • Author_Institution
    Fac. of Electr. Eng., Univ. of Banja Luka, Banja Luka, Bosnia-Herzegovina
  • fYear
    2012
  • fDate
    20-22 Nov. 2012
  • Firstpage
    658
  • Lastpage
    661
  • Abstract
    Recently, the multifocus image fusion method based on the first level of Empirical Mode Decomposition (L1_EMD) has been proposed. Subjective analysis performed on a publically available multifocus image dataset shown its superiority to other EMD and DWT based methods. But, the fusion results on low contrast images, from this and several other EMd and DWT methods, are poor. Therefore, this paper expands L1_EMD to fusion of low contrast images. Comparative analysis gives better results than other EMD and DWT methods. The major advantages of the proposed method are simplicity, absence of artifacts and contrast distortion, as well as straightforward applicability to color images.
  • Keywords
    image fusion; color image; contrast distortion; empirical mode decomposition; low contrast multifocus image; multifocus image dataset; multifocus image fusion method; Color; Data preprocessing; Discrete wavelet transforms; Empirical mode decomposition; Feature extraction; Image fusion; Testing; DWT; EMD; image fusion; multifocus;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Telecommunications Forum (TELFOR), 2012 20th
  • Conference_Location
    Belgrade
  • Print_ISBN
    978-1-4673-2983-5
  • Type

    conf

  • DOI
    10.1109/TELFOR.2012.6419296
  • Filename
    6419296