Title :
A Robust Method of Determining Context-Coder Solutions for Encoding Affine Motion Vectors
Author :
Kordasiewicz, Roman C. ; Gallant, Michael D. ; Shirani, Shahram
Author_Institution :
Dept. of Electr. & Comput. Eng., McMaster Univ., Hamilton, Ont.
Abstract :
The translational motion model can´t effectively model complex motion such as scaling, shearing and rotation. That is why more complex motion models like the affine model have been proposed. However, affine motion vectors (AMV)s are more complicated to encode than the translational motion vectors. In this paper we propose several context-coder solutions based on our novel context type limited exhaustive search simulation. As a result the average compression gains of 7.9%, 5.9%, and 9.6%, for mobile, cost guard, and modified mobile video sequences were respectively realized, with peek compression improvements of 13%. In addition, our simulation is described and successfully compared with J. Vaisey and Jin Tong (2002).
Keywords :
data compression; image motion analysis; image sequences; video coding; affine motion vectors encoding; compression gains; context-coder solutions; mobile video sequences; translational motion model; translational motion vectors; Arithmetic; Context modeling; Costs; Encoding; Polynomials; Quantization; Robustness; Shearing; Video compression; Video sequences; CABAC; VLC; affine motion vectors; arithmetic coding; context determination;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
1-4244-0727-3
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2007.366079