How can I rotate an image about a specific pixel in Python? I am trying to de-rotate a set of images of the night sky. Since the stars rotate around Polaris, I could define Polaris as the center of rotation and rotate each image to line up the stars.
2
-
2Once you work out how to rotate an image about a specific pixel, how do you programmatically define the location of Polaris?Gary Kerr– Gary Kerr2010-08-25 22:49:23 +00:00Commented Aug 25, 2010 at 22:49
-
1Polaris does not move (or moves very little), and therefore is always on the same pixel. So I can just define it's location in pixel coordinates.ogsrotag2423– ogsrotag24232010-08-25 22:53:18 +00:00Commented Aug 25, 2010 at 22:53
Add a comment
|
2 Answers
In phadej's answer the transformation between the old and new coordinates of a point on the image is an affine transformation.
PIL (Python Imaging Library) has an image method called transform which can perform an affine transformation of an image.
The documentation for transform is near the bottom of this page.
Comments
With a little math: if each image's pixel position is vector a, and position of Polaris is p, then new position new_p is
new_p = a + R * (a-p)
where R is Rotation matrix.
There will be problem, as new_p is probably not an integer valued position-vector. You
can do it backwards. For each pixel of rotated image apply the inverse of above transform,
than you will get pixel from original image. As it could be not integer also, sample the neighbor pixels like in wu-pixels (the amount of dot spread around can be used as the sampling weight).
1 Comment
phadej
I'm sure there is some library to do it for you, but it's nice programming exercice. For example
imagemagick has this kind of "distortion" built-in: imagemagick.org/script/…