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Imposing a prescribed motion field to a grayscale image

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AP
AP 2015 年 1 月 7 日
回答済み: Image Analyst 2015 年 1 月 7 日
I have a grayscale image with intensity distribution I1(i,j). I am trying apply a motion field
u(i,j), v(i,j)
where (i,j) is the index coordinates in the image, u is the horizontal velocity, and v is the vertical velocity. I want to obtain the intensity at the next frame, I2(i,j), after being imposed by the prescribed motion field. In other word, by processing I1 and I2, one should get the motion field u,v. This is how I approached but it does not work:
% Creating a grayscale image.
a = 0;
b = 1;
I1 = (b-a).*rand(numel(u),1) + a;
I1 = reshape(I1, size(u));
I2 = zeros(size(I1));
InRows = size(I1, 1);
InCols = size(I1, 2);
% Estimating the intensity field in the next frame.
for j = 1:size(I1,2)
for i = 1:size(I1,1)
i1 = i + (round(v(i,j)));
j1 = j + (round(u(i,j)));
if i1 > 0 && i1 < (InRows+1) && j1 > 0 && j1 < (InCols+1)
I2(i1, j1) = max(I2(i1, j1),I1(i, j));
end
end
end
Could someone help me how this can be approached?
  1 件のコメント
David Young
David Young 2015 年 1 月 7 日
You say it does not work - what exactly goes wrong?

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回答 (2 件)

Guillaume
Guillaume 2015 年 1 月 7 日
As David asks, what exactly does not work with your code?
In any case, it looks like a job for imwarp:
I2 = imwarp(I1, cat(3, u, v)); %imwarp with displacement field

Image Analyst
Image Analyst 2015 年 1 月 7 日
Attached is an example for how to shift/move/translate an image with imwarp().

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