Slow Motion Using Optical Flow
Slowing down a video sequence is a common special effect in movie editing. With ImageDisplacements, you can use optical flow to interpolate in between existing frames.
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"], {{0, 200}, {300, 0}}, {0, 255},
ColorFunction->GrayLevel],
BoxForm`ImageTag[
"Byte", ColorSpace -> "Grayscale", Interleaving -> None],
Selectable->False],
BaseStyle->"ImageGraphics",
ImageSizeRaw->{300, 200},
PlotRange->{{0, 300}, {0, 200}}]\)};
In[2]:=
ListAnimate[
Show[#, Graphics@Text[Style["original", Larger, Red], {30, 180}]] & /@
original, DefaultDuration -> 2]
The slow-motion sequence is twice as long as the original. New, interpolated images are constructed by warping original frames according to the optical flow. Compute displacements.
In[3]:=
flows = Map[vecField \[Function] Transpose@Reverse[vecField],
ImageDisplacements[original, MaxIterations -> 1]/2];
Find a background color for the interpolated images.
In[4]:=
bg = First@DominantColors[First@original, 1]
Out[4]=
Construct the interpolated frames and insert them into the final sequence.
In[5]:=
vecTrafo[xy_, motion_] := xy + Extract[motion, Ceiling[xy]];
In[6]:=
oflow = Table[
ImageForwardTransformation[original[[i]],
vecTrafo[#, flows[[i]]] &,
DataRange -> Full, Background -> bg],
{i, Length@original - 1}];
slowmo = Riffle[original, oflow];
Animate the result together with a simple blending-based reference.
show complete Wolfram Language input