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The principles of optical flow are as follows: one can associate some kind of velocity with each pixel in the frame or, equivalently, some distance a pixel has covered between the previous frame and the current one.
For the continuous acquisition of the two images, there must be some regional similarity between the previous frame and the next frame, but this does not cause a similar region turn into a complete overlap.
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Study [18] compares the sum of the absolute difference (SAD) between the previous two frames and the SAD between adjacent views of the previous frame to achieve error concealment.
To measure the mouse-activity, we calculated the difference between each frame and the previous frame and limited the result to binary values.
Things that you'll be covering are: what characters are in each frame, how much time has elapsed between current frame and the previous frame, where the camera is in the frame (what the shot looks like).
Migration speed (μm/minute) was calculated as the average of cell speeds (migration distance between the current frame and the previous frame divided by the time between sequential frames, 0.5 minutes) at each captured frame.
Motion estimation involves computing the temporal movement between the current frame and the previous frame, in the form of motion vectors.
The general background model in this case can be explained as the subtraction between the current frame and the previous frame, which suppose to be the background image.
and are estimated during the training period by computing the angular difference and the Euclidean distance between the pixel belonging to the previous frame and the pixel belonging to the current frame: (8).
The trajectory of each partition complex was built using a custom-written MATLAB script that minimizes the total displacements of the two spots between the current frame and the previous frame (Supplementary file 3).
One feature of the new predictive vector quantizer is exploitation of the correlation between wideband and narrowband LSFs quantized in the previous frame for estimating wideband LSF in the current frame.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com