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Note that, in the proposed method, the reference block found using the motion estimation process is kept and translated to the SI frame by a motion vector that is half the original motion vector.
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However, since no future frames are used, the motion estimation process becomes more problematic.
Although Barron's metric [19] is probably the most used in the motion estimation scope, there are other metrics used by Machine Vision community that must be taken into account in order to enhance the visibility and generality of the results obtained.
The approach of this study is also relevant to vertebrate vision, where researchers typically model motion estimation using the motion energy model (Adelson and Bergen, 1985).
The blank area is not considered when calculating the sum of absolute difference (SAD), that is, a mask with the blank areas is used in the motion estimation process in order to compute only the nonblank areas.
To find the displacement of objects within a scene captured by single camera, we use the motion vector estimation procedure of the H.264 standard.
In Figure 2a we show correlation values for each gate of dataset 4. In all gates the correlation of the PET data is improved using the joint motion estimation approach using a weight of β = 2.
The column labeled as 'Typical values' provides an overview of the most common values, although different ones can be used to vary the motion estimation accuracy.
With this aim, the improved WZ-to-SVC transcoder with temporal scalability presented in this article reuses the motion vectors (MVs) generated during WZ decoding, because they can give us an idea about the quantity of movement in the current frame and this information will be used to accelerate the motion estimation (ME) stage as part of the SVC encoding algorithm.
Using this decoded frame, the motion estimation process is repeated to produce better quality side information.
In order to use the decoded frame, the motion estimation method needs to be adjusted.
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