• DocumentCode
    2161296
  • Title

    Slice error concealment based on size-adaptive SSIM matching and motion vector outlier rejection

  • Author

    Gao, Hai ; Tham, Jo Yew ; Lee, Wei Siong ; Goh, Kwong Huang

  • Author_Institution
    Inst. for Infocomm Res., A*STAR, Singapore, Singapore
  • fYear
    2011
  • fDate
    22-27 May 2011
  • Firstpage
    1809
  • Lastpage
    1812
  • Abstract
    Consecutive corrupted MBs or slice errors are commonly seen in modern video transmission systems. Temporal error concealment is an effective approach to reduce the impact of errors. Conventional temporal error concealment techniques recover slice errors on a MB basis. We propose a new novel temporal scheme for slice error concealment based on a size-adaptive region basis. Size-adaptive region boundary matching can significantly reduce the misalignments or side mismatches that are commonly seen in MB-based approaches. Instead of using MSE or MAE as the matching criteria, We propose a matching criterion based on structural similarity (SSIM). Our proposed matching criterion can achieve better structural alignments and better visual perceptual quality. We also propose a method to detect motion vector outliers at the last stage of the error concealment scheme, which can further improve the visual quality of the concealed videos. Our proposed scheme conceals slice errors with good accuracy as well as low computation complexity, and it can be applied for real-time applications.
  • Keywords
    communication complexity; data communication; image matching; image motion analysis; video communication; visual perception; MB basis; conventional temporal error concealment technique; motion vector outlier rejection; real time application; size adaptive SSIM matching; size adaptive region boundary matching; slice error concealment; structural similarity; video transmission system; visual perceptual quality; visual quality; Humans; Indexes; Machine vision; Pixel; Real time systems; Streaming media; Visualization; Slice error concealment; motion vector outlier rejection; size-adaptive matching; structural similarity; temporal error concealment;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
  • Conference_Location
    Prague
  • ISSN
    1520-6149
  • Print_ISBN
    978-1-4577-0538-0
  • Electronic_ISBN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2011.5946855
  • Filename
    5946855