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Image registration with different x and y scales

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Daniel Dickinson
Daniel Dickinson on 4 Feb 2020
I am attempting to use imregcorr to register 2d images obtained from a fluorescence microscope. I did
tform = imregcorr(MOVING,movingRefObj,FIXED,fixedRefObj,'transformtype','similarity','Window',true);
imwarp(MOVING, movingRefObj, tform, 'OutputView', fixedRefObj, 'SmoothEdges', true);
In these images, nearly all of the signal should be colocalized, but I see poor registration along the x-axis: the red signals at the left side are shifted left while the red signals at the right side are shifted right. Registration on the y-axis looks ok. The red channel is the moving image in this example.
Screenshot 2020-02-04 16.13.00.png
imregcorr returns the following affine transformation matrix:
>> tform.T
ans =
0.9863 0 0
0 0.9863 0
3.7267 7.7000 1.0000
The X and Y scale factors are both the same (0.9863), which seems suspicious to me; visually, it looks like the scale should be smaller along the x axis so that the image is stretched. I suspect that this function is somehow constraining the X and Y scales to be the same. Is there an option that allows them to be independent, or another function that allows registration with independent scaling of the two axes?
I have also tried imregister with both the "similarity" and "affine" options, but with similar results.
Thanks for any input.


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Daniel Dickinson
Daniel Dickinson on 5 Feb 2020
No, I can see why you might think it looks like TFM, but it's a single-molecule TIRF experiment. Each image comes from half of the camera chip, and registration needs to correct for chromatic aberration. This is why I haven't opted for a "squishy" registration like B-spline or demon.
Alex Mcaulley
Alex Mcaulley on 5 Feb 2020
Yes, they are really similar.. Can you share the original images (moving and fixed)? I can see in the composite what you say " the red signals at the left side are shifted left while the red signals at the right side are shifted right". If this happens in the original images, cannot be corrected with an affine registration.
Daniel Dickinson
Daniel Dickinson on 5 Feb 2020
Sure, I'll attach two of the original images. Green is fixed and FarRed is moving.
If I understand correctly, the parts of the affine transformation matrix that govern scaling are
Xscale 0 0
0 Yscale 0
0 0 1
so shouldn't it be possible to introduce a non-uniform stretch (to correct the effect I'm seeing) if Xscale and Yscale are different? Xscale should be smaller than Yscale in this case. I'm just not sure how to do that with imregcorr (or if it's even possible).

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