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Therefore, the complexity of this technique can be reduced by using fast motion search techniques such as a multigrid [27] approach instead of a fixed block size in addition to an N-step [28] search instead of a full search.
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Since the cost function shown in Equation (22) consists of the three large sets of unknowns (the HR frame x (i), the parameters β (i), and the motion blur kernels k), the use of direct search techniques is intractable.
The motion planning task is posed as a search over a directed graph, and the applicability of informed graph search techniques is investigated.
where p defines the motion search range.
Two main search steps are involved in the motion search: (1) initial search stage; (2) refined search stage.
Other search techniques were used less frequently.
Subpixel and multireference motion search methods are also examined.
On the other hand, motion search using any mode requires 3 2d + 1 2NM2 operations where d is the range of motion search.
Three different metaheuristic search techniques, viz.
Furthermore, based on the motion degree function we defined, the motion search range of motion estimation can be adaptively adjusted.
The motion estimation and compensation technique is similar to that described for the progressive schemes with two sets of blocks: it considers the weighted average of the three blocks obtained by motion search from the two neighboring frames and by copying the co-located block in the interpolated frame.
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