• DocumentCode
    3393305
  • Title

    Research on the application of image fusion and second-generation bandelet transform in image denoising

  • Author

    Hongzhi Wang ; Liwei Zhang ; Yuchao Xu

  • Author_Institution
    Coll. of Comput. Sci. & Eng., Changchun Univ. of Technol., Changchun, China
  • fYear
    2011
  • fDate
    19-22 Aug. 2011
  • Firstpage
    1070
  • Lastpage
    1073
  • Abstract
    Effectively geometric representation of images is a significant image denoising tool. In order to obtain a clearer image, we used second-generation bandelet bases to establish the geometric stream represents of images, and combined with the image fusion technology to improve the quality of images. Though the adaptive threshold and global threshold of numerous experiments, and finding a optimal wavelet function to use image fusion operation. This is the innovation of the paper. Therefore, using bandelet and image fusion improve the quality of images. The result of the paper is better than the traditional denoising method, wavelet denoising and bandelet denoising.
  • Keywords
    image denoising; image fusion; wavelet transforms; adaptive threshold; geometric representation; global threshold; image denoising; image fusion; optimal wavelet function; second-generation bandelet transform; Discrete wavelet transforms; Image denoising; Image fusion; Noise; Noise reduction; bandelet transform; image denoising; image fusion;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Mechatronic Science, Electric Engineering and Computer (MEC), 2011 International Conference on
  • Conference_Location
    Jilin
  • Print_ISBN
    978-1-61284-719-1
  • Type

    conf

  • DOI
    10.1109/MEC.2011.6025651
  • Filename
    6025651