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by jkuli
134 days ago
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A simple solution is to use a system of linear equations.
Each row of a matrix is a linear equation, Ax = b
Each row contains kernel weightings A across the image X, B is the blurred pixel color.
The full matrix would be a terabyte, so take advantage of the zeros and use an efficient solve for X instead of inversion. Enhance really refers to combining multiple images. (stacking)
Each pixel in a low res image was a kernel over the same high res image.
So undoing a 100 pixel blur is equivalent to combining 10,000 images for 100x super resolution. |
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