Dynamics of Mitosis
ImageDisplacements provides a dense motion field based on optical flow. The optical flow enables you to track the motion of cell constituents during mitosis.
Import an image sequence showing a zebrafish embryo undergoing mitosis.
In[1]:=
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"], {{0,
300}, {300, 0}}, {0, 255},
ColorFunction->GrayLevel],
BoxForm`ImageTag[
"Byte", ColorSpace -> "Grayscale", Interleaving -> None],
Selectable->False],
DefaultBaseStyle->"ImageGraphics",
ImageSizeRaw->{300, 300},
PlotRange->{{0, 300}, {0, 300}}]\), ...};
In[2]:=
ListAnimate[seq]
Remove image features that are too small to track by blurring each frame.
In[3]:=
seq2 = Map[frame \[Function] Blur[frame, 4], seq];
Determine the optical flow and regularize the result with a spatial Gaussian filter.
In[4]:=
flow = Map[
field \[Function]
GaussianFilter[field, {{6, 6}, {3, 3}}, Padding -> {0, 0}],
ImageDisplacements[seq2]
];
Display the optical flow as a vector field superimposed on the original video sequence.
show complete Wolfram Language input