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The constructal law states the time direction of the evolutionary design phenomenon.
However, TSR only performs data filtering along the time direction, while the spatial information is not exploited for noise reduction.
In particular, the acceleration measurement along the time direction at each point is calculated using dense optical flow technique to represent temporal motion information.
The proposed identification method uses the information not only from the time direction but also along the batch direction to improve the identification performance from batch to batch.
Whereas, at the 2nd stage, the Kalman filter is adopted in the time direction to estimate and predict the desired channel state information.
With the Chebyshev polynomials as basis functions, the numerical grid is based on the Lobbato (for two spatial directions) and Radau (for the time direction) collocation points.
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Here I am not referring to the time directions (toward-the-past, toward-the-future), which are certainly legitimate enough in physics and do sometimes play important roles.
Typically, at least, we expect the time-direction to be distinguished from space-directions; and we expect there to be well-defined distances between distinct points; and also a determinate geometry (making certain continuous paths in M be straight lines, etc).
(1) A solution is generated by reconstructing the first corrupted frame using BTBR-T and propagating the reconstruction in the forward time direction.
A motion picture of two billiard balls colliding, for example, can be run forward or backward with no clue to the proper time direction of the event.
These ion maps were then aligned in the retention time direction.
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