Title :
Affine Motion Prediction Based on Translational Motion Vectors
Author :
Kordasiewicz, Roman C. ; Gallant, Michael D. ; Shirani, Shahram
Author_Institution :
McMaster Univ., Hamilton
Abstract :
In all of the video coding standards like H.26X and MPEG-X, much of the compression comes from motion compensated prediction (MCP). Translational motion vectors (MVs) poorly model complex motion and thus coders using polynomial or affine MVs have been proposed in the past. In this paper, we demonstrate a novel affine predictor stage which can be easily incorporated into current codecs greatly increasing MCP quality. If used passively to generate the final prediction, gains of up to 0.7 and 1.6 dB were easily realized for ldquomobilerdquo and ldquoflower gardenrdquo video sequences, respectively. In addition, when the translational MVs are refined, gains of up to 0.98 and 1.88 dB for ldquomobilerdquo and ldquoflower gardenrdquo video sequences were respectively realized.
Keywords :
data compression; image sequences; motion compensation; motion estimation; video codecs; video coding; affine motion prediction; affine predictor stage; codecs; motion compensated prediction; motion compensation; motion estimation; translational motion vectors; video coding standards; video compression; video sequences; Codecs; Entropy; Motion compensation; Motion estimation; Polynomials; Size measurement; Transform coding; Video coding; Video compression; Video sequences; Affine motion; motion compensation; motion estimation; prediction; video compression;
Journal_Title :
Circuits and Systems for Video Technology, IEEE Transactions on
DOI :
10.1109/TCSVT.2007.903777