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Error compensation based directional interpolation algorithm for video error concealment

  • Liyong Ma*
  • , Yude Sun
  • , Naizhang Feng
  • *Corresponding author for this work
  • School of Information Science and Engineering, Harbin Institute of Technology Weihai

Research output: Chapter in Book/Report/Conference proceedingChapterpeer-review

Abstract

Spatial interpolation scheme is efficient to recovery lost blocks with abrupt scene changes or irregular motion, and directional interpolation algorithm has been widely used in video error concealment. An novel error compensation directional interpolation algorithm based on least squares support vector machines (LS-SVM) for video error concealment is proposed. LS-SVM is trained with the directional interpolation error distribution of neighbor block pixels around the missed block. Interpolation error compensation is employed to the interpolated result of missed pixels with LS-SVM estimation to obtain more accuracy estimation result. Experimental results demonstrate that the proposed algorithm is more efficient than the directional interpolation algorithm and linear algorithm.

Original languageEnglish
Title of host publicationApplications of Soft Computing
Subtitle of host publicationUpdating the State of Art
EditorsErel Avineri, Yos Sunitiyoso, Mario Koppen, Keshav Dahal, Rajkumar Roy
Pages107-114
Number of pages8
DOIs
StatePublished - 2009
Externally publishedYes

Publication series

NameAdvances in Soft Computing
Volume52
ISSN (Print)1615-3871
ISSN (Electronic)1860-0794

Keywords

  • Error compensation
  • Error concealment
  • Interpolation
  • Support vector machines (SVM)

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