• DocumentCode
    1576459
  • Title

    A Wavelet-Based Visible Distortion Measure for Video Quality Evaluation

  • Author

    Yao, Senjing ; Lin, Weisi ; Ong, E. ; Lu, Zhi

  • Author_Institution
    Inst. for Infocomm Res., Singapore, Singapore
  • fYear
    2006
  • Firstpage
    2937
  • Lastpage
    2940
  • Abstract
    In this paper, we propose a new video quality evaluation method, which measures the perceived error between original and distorted images using wavelet just-noticeable-distortion (JND) profile. The error of the subband coefficient that is below the visual detection threshold is ignored while some errors that take place in the content-activity regions are masked. Luminance masking and temporal contrast masking are integrated to adjust the perceived error. Experiments on VQEG (video quality expert group) test sequences show that the proposed method can achieve good correlation with subjective evaluation.
  • Keywords
    computer vision; distortion; error analysis; image segmentation; image sequences; video signal processing; visual perception; wavelet transforms; JND; VQEG; correlation; just-noticeable-distortion; luminance masking; perceived error; temporal contrast masking; test sequence; video quality evaluation; video quality expert group; visible distortion measure; visual detection threshold; wavelet transform; Discrete cosine transforms; Distortion measurement; Frequency; Humans; Image coding; Nonlinear distortion; Testing; Video compression; Video sequences; Wavelet transforms; Quality assessment; contrast; just-noticable-distortion (JND); wavelet transform;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2006 IEEE International Conference on
  • Conference_Location
    Atlanta, GA
  • ISSN
    1522-4880
  • Print_ISBN
    1-4244-0480-0
  • Type

    conf

  • DOI
    10.1109/ICIP.2006.313134
  • Filename
    4107185