Progressive mesh-based motion estimation using partial refinement

  • Authors:
  • Heechan Park;Andy C. Yu;Graham R. Martin

  • Affiliations:
  • Department of Computer Science, University of Warwick, Coventry, United Kingdom;Department of Computer Science, University of Warwick, Coventry, United Kingdom;Department of Computer Science, University of Warwick, Coventry, United Kingdom

  • Venue:
  • VLBV'05 Proceedings of the 9th international conference on Visual Content Processing and Representation
  • Year:
  • 2005

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Abstract

A technique for performing progressive mesh-based motion estimation in a layered fashion is presented. Motion compensation based on image warping provides a block prediction free of block artifacts. The smooth prediction can be used to identify motion-active regions by comparing with the reference frame and generate a partial denser mesh, thus forming layers of mesh. This approach provides a hierarchical partial refinement according to motion activity without additional cost. Experimental results indicate that the technique shows improvement over a single-layered uniform mesh and advantages over block-based techniques, particularly in scalable and very low bitrate video coding.