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Motion compensated prediction (MCP) implemented in most video coding schemes is based on translational motion model.
Motion model decision - This step aims to choose, for each SI block, the best motion model between the translational model (characterized by motion vectors) and the novel perspective transform model (characterized by perspective transform vectors).
Figure 2 shows the rotation representation in our motion model.
Integrating the new map and floor-plans-based motion model.
(d) Learnt motion model for the bending action.
The motion model is directly derived from the gas distribution.
We have tried different propagation functions (e.g., constant velocity motion model and acceleration motion model), but our experimental results have revealed that constant velocity motion model and acceleration motion model do not give a significant improvement.
Hence, no explicit motion model must be considered for now.
It can be described by the Brownian motion model.
The motion model is straightforward compared with the sensing model.
The motion model decision algorithm selects, for each SI block, the best motion model (translational or perspective) using a MAD criterion, i.e., the motion model with the minimum MAD residual error for a given SI block is chosen.
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