After calculation of DOG we find extrema at each octave and scale independently, how should we relate the candidate points in octave 3 to the original image as keypoint?
vlfeat gives a source code for SIFT.
http://www.vlfeat.org/download.html
It may be useful.
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For example, we know that the added noise is Gaussian and it's standard deviation is \alpha.
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