• DocumentCode
    2465971
  • Title

    Image Fusion by Incorporating Cycle Spinning with Wavelet Transform

  • Author

    Xu, Yan ; Duan, Huichuan

  • Author_Institution
    Shandong Normal Univ., Jinan
  • fYear
    2007
  • fDate
    23-25 Nov. 2007
  • Firstpage
    224
  • Lastpage
    228
  • Abstract
    Cycle Spinning has been well recognized as an effective approach to mitigating the psendo-Gibbs phenomenon in image denoising, but its application in image fusion has seldom mentioned. In this paper, ire have attempted to incorporate Cycle Spinning with wavelet transform to improve image fusion. Our experiments show that this approach can mitigate the distortion caused by the lack of translation invariance in wavelet transform, and effectively preserve the details of images. Our experiments also show substantial PSNR advancement as well as obvious visual improvement in fused images.
  • Keywords
    distortion; image denoising; image fusion; wavelet transforms; cycle spinning; distortion mitigation; image denoising; image fusion; pseudo-Gibbs phenomenon; translation invariance; wavelet transform; Discrete wavelet transforms; Frequency; Image analysis; Image fusion; Low pass filters; Spinning; Wavelet analysis; Wavelet coefficients; Wavelet domain; Wavelet transforms; Cycle Spinning; Image fusion; Translation Invariance; Wavelet Transform;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Technologies and Applications in Education, 2007. ISITAE '07. First IEEE International Symposium on
  • Conference_Location
    Kunming
  • Print_ISBN
    978-1-4244-1386-7
  • Electronic_ISBN
    978-1-4244-1386-7
  • Type

    conf

  • DOI
    10.1109/ISITAE.2007.4409275
  • Filename
    4409275