Motion hints mode for macroblock coding in bi-predictive slices

Recent advances in motion modelling have largely focused on careful partitioning of motion blocks in the vicinity of object boundaries. The need for such fine partitioning can be avoided by using motion hints which provide a global description of motion over specific domains. Experimental results show that, with a hybrid setting, more than 50% of the motion discontinuity macroblocks are coded using the motion hints mode in low bit rate cases. The use of this mode leads to a gain of prediction PSNR of 1.11 dB, or equivalently 17.05% savings in bit rate, when compared to the H.264/AVC reference and considering both low and high bit rate applications.

[1]  Mark R. Pickering,et al.  A fast approach for geometry-adaptive block partitioning , 2009, 2009 Picture Coding Symposium.

[2]  Stefano Tubaro,et al.  Motion Estimation by Quadtree Pruning and Merging , 2006, 2006 IEEE International Conference on Multimedia and Expo.

[3]  Edson M. Hung,et al.  Efficiency improvements for a geometric-partition-based video coder , 2009, 2009 16th IEEE International Conference on Image Processing (ICIP).

[4]  Rui Xu,et al.  Overlapping motion hints with polynomial motion for video communication , 2014, 2014 IEEE International Conference on Image Processing (ICIP).

[5]  Mark R. Pickering,et al.  Motion hints based inter-frame prediction for hybrid video coding , 2013, 2013 Picture Coding Symposium (PCS).

[6]  Ajay Luthra,et al.  Overview of the H.264/AVC video coding standard , 2003, IEEE Trans. Circuits Syst. Video Technol..

[7]  David S. Taubman,et al.  On the benefits of leaf merging in quad-tree motion models , 2005, IEEE International Conference on Image Processing 2005.

[8]  Michael T. Orchard Predictive motion field segmentation for image sequence coding , 1990, International Conference on Acoustics, Speech, and Signal Processing.

[9]  Mark R. Pickering,et al.  Motion segmentation initialization strategies for bi-directional inter-frame prediction , 2013, 2013 IEEE 15th International Workshop on Multimedia Signal Processing (MMSP).

[10]  Aous Thabit Naman,et al.  Efficient communication of video using metadata , 2011, 2011 18th IEEE International Conference on Image Processing.

[11]  Antonio Ortega,et al.  Motion compensation based on implicit block segmentation , 2008, 2008 15th IEEE International Conference on Image Processing.

[12]  Mark R. Pickering,et al.  Motion compensation using geometry and an elastic motion model , 2009, 2009 16th IEEE International Conference on Image Processing (ICIP).

[13]  Hujun Bao,et al.  Robust Bilayer Segmentation and Motion/Depth Estimation with a Handheld Camera , 2011, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[14]  Rui Xu,et al.  Inter-frame prediction using motion hints , 2013, 2013 IEEE International Conference on Image Processing.

[15]  Reji Mathew,et al.  Scalable Modeling of Motion and Boundary Geometry With Quad-Tree Node Merging , 2011, IEEE Transactions on Circuits and Systems for Video Technology.

[16]  Reji Mathew,et al.  Quad-Tree Motion Modeling With Leaf Merging , 2010, IEEE Transactions on Circuits and Systems for Video Technology.

[17]  Heiko Schwarz,et al.  Adaptive motion model selection using a cubic spline based estimation framework , 2010, 2010 IEEE International Conference on Image Processing.