sift implementation matlab
I would like to know the answer to the following question regarding SIFT if anyone knows.
Before I start, I refer you to the implementation of David Lowe's paper through this link:
http://www.cs.ubc.ca/~lowe/keypoints/
T开发者_运维技巧he function declaration looks like this:
[image, descriptors, locs] = sift(image1);
I am not sure about the output parameter locs
. Does it return the location of descriptor as the vector [x y scale orientation]
?
If it gives the location, then x
and y
must be a whole numbers, but it gives fractional values.
SIFT uses subpixel accuracy when locating the keypoint. This can be seen in Section 4 Lowe's 2004 SIFT paper.
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