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Here, the motion estimation error along occluding boundaries of moving objects is studied.
Then, by examining the motion estimation error at region boundaries, they are able to determine what are the occluding and occluded objects.
The motion estimation error may become large when the size of an image is too small, or the motion is too large.
In the case of misalignment caused by motion estimation error, the proposed measurement validation method determines whether each of the pixels is suitable for data fusion or not with the statistical distance of intensity.
In the reconstructed HR frames in Figures 5 and 6, there are some artifacts because of the motion estimation error, such as periodic teeth along horizontal and vertical lines or stair-case phenomena along diagonal lines.
The DS algorithm can deal with both small and large motion image sequences with smaller motion estimation error and search point number than other fast search algorithms like TSS, NTSS, SES, and FSS which might only work well for the image sequences with certain degree of motion.
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However, this comes with an increased chance of motion estimation errors.
Fig. 2 Sample trajectory estimation result Fig. 3 Motion estimation errors using simulated data with one loop-closing constraint.
This is the reason why the results obtained with the proposed method in Figure 10d,h show more robust performance when large motion estimation errors occur frequently.
Nevertheless, around the moving boat, there is some structure that can help the refinement process to eliminate the motion estimation errors.
In [34], Ng et al. applied the TV prior to address the following issues in the super-resolution video reconstruction: noise, blurring, missing regions, compression artifacts, and motion estimation errors.
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displacement estimation error
order estimation error
motion estimation fails
motion estimation errors
motion estimation pipeline
motion estimation process
motion estimation algorithm
motion estimation filtering
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motion estimation time
motion estimation block
motion estimation problem
motion estimation Motion
motion parameter error
motion compensation error
motion correction error
motion transmission error
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