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Although the final video has achieved a good ITF performance, i.e., a stable video, the motion smoothing process has generated phantom movements.
Sometimes the motion smoothing process removes real movements and/or introduces a delay in them.
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Secondly, a smoothing process is needed if the curve is not smooth.
The smoothing process is performed on a set, arbitrary, scale, which can smooth-out physically interesting features of a signal.
Note that smoothing process is implemented by convolving the T-F CSD and PSDs with smoothing window v[m] at any given frequency k.
Parallel scheme is also introduced in the smoothing process for further improvement of the efficiency.
Moreover, a smoothing process was then applied to remove unreasonable inconsistencies among neighboring frames.
Distributed work during smoothing process is done by a variable number of threads.
Then, the smoothing process described in the same ISO standard was performed.
The smoothing process is regarded as a convolution of the data and a window function (see Eq. (9)).
The smoothing process can be carried out by employing a tapering function like a Hanning or Gaussian function.
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