vector field on an image

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ryan webster 2011-3-5

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Hello, I have a vector field where each vector corresponds to a pixel and which determine the movement of that pixel. Where could I find a problem description and a matlab solution to such a problem.

Also, how would I add effects, say, applying the vector field to each pixel like it was a particle in a viscous fluid. Thus the transformed image or successive images would appear liquidy (for lack of a better term). Thanks

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Sean de Wolski 2011-3-9

2-d image and 2-d translation vectors?

ryan webster 2011-3-13

yes

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Answer 1

Jan 2011-3-9

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Even the standard RGB images match your description: Each pixel is a vector in the 3D RGB space. A generalisation to more dimensions is e.g. done by the conversion to the 4D color space CMYK or when adding an alpha channel to the RGB data. Anyhow, the components of these vectors need not be a color information, but e.g. the 4th component can be the Z-depth, temperature or anything else.

You can use any numerical transformation to implement an "effect" to your ND-array.

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ryan webster 2011-3-9

I see, thanks for the answer. I wasn't specific enough. The vectors are modifying the positions of the pixels. My solution was to treat every 4 pels as a square and perform a projective transform. But I'm sure there is a better solution.

For example, when a video is encoded with motion vectors, how is a P-frame reconstructed from the motion vectors and I-frame

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Answer 2

Sean de Wolski 2011-3-9

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在 MATLAB Online 中打开

 I = your_image
 %Create a grid of the indices: 
 [rr cc] = ndgrid(1:size(I,1),1:size(I,2));
 %Add the displacements vectors to them:
 rr = rr+row_displ;
 cc = cc+col_displ;
 %Engine
 I2 = zeros(size(I),class(I));
 I2(sub2ind(size(I2),rr,cc)) = I;

This doesn't do any interpolation or decisions for multiple vectors to the same new pixel but will move pixels to the locations defined by their integer motion vectors.