• DocumentCode
    463529
  • Title

    Combinedwavelet Domain and Motion Compensated Filtering Compliant with Video Codecs

  • Author

    Jovanov, Ljubomir ; Pizurica, Aleksandra ; Zlokolica, Vladimir ; Schulte, Stefan ; Kerre, E. ; Philips, Wilfried

  • Author_Institution
    Telecommun. & Inf. Process., Ghent Univ., Belgium
  • Volume
    1
  • fYear
    2007
  • fDate
    15-20 April 2007
  • Abstract
    In this paper, we introduce the idea of using motion estimation resources from a video codec for video denoising. This is not straightforward because the motion estimators aimed for video compression and coding, tolerate errors in the estimated motion field and hence are not directly applicable to video denoising. To solve this problem, we propose a novel motion field filtering step that refines the accuracy of the motion estimates to a degree that is required for denoising. We illustrate the use of the proposed motion estimation method within a wavelet-based video denoising scheme. The resulting video denoising method is of low-complexity and receives comparable results with respect to the latest video denoising methods.
  • Keywords
    data compression; image denoising; motion compensation; motion estimation; video codecs; video coding; wavelet transforms; motion compensated filtering compliant; motion estimation; motion field filtering; video codecs; video coding; video compression; video denoising; wavelet domain; Filtering; Hardware; Motion estimation; Noise reduction; Spatial filters; Spatial resolution; Video codecs; Video coding; Video compression; Wavelet transforms; coding; compression; denoising; motion estimation; video;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
  • Conference_Location
    Honolulu, HI
  • ISSN
    1520-6149
  • Print_ISBN
    1-4244-0727-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.2007.366020
  • Filename
    4217192