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POImage translation in MATLAB
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copied!<p>After registering two images in <a href="http://en.wikipedia.org/wiki/MATLAB" rel="nofollow noreferrer">MATLAB</a> (R2010a) (Image1, and Image2), I cannot seem to figure out how to get the translation correct. The algorithm has been tested and works with other programs. Here are some relevant snippets.</p> <pre><code>TForm = maketform('affine', Transform); info = imfinfo('Image1.bmp'); Reg = imtransform(Image1, TForm,... 'XData', [1 (size(Image1,2)+Transform(3,1))],... 'YData', [1 (size(Image1,1)+Transform(3,2))],... 'FillValues', 255); figure('Name', 'Reg'),... imshow(Reg, 'InitialMagnification', 250); imwrite(Reg, 'Reg.bmp', 'bmp'); hold on H = imshow(Image2, gray(256)); set(H, 'AlphaData', 0.6) </code></pre> <p>This does not happen when I register Image1 to Image1, only when I try registering Image1 to Image2 (or the other way around). I have the same code made in C which seems to work fine. I believe it has something to do with my <code>imtransform</code> function.</p> <p>Well, I believe it has to do something with the way the transformation is being applied. I did a direct registration with Image1 to Image1 (rotated 15 degrees about the <a href="http://en.wikipedia.org/wiki/Center_of_mass" rel="nofollow noreferrer">center of mass</a>), and it does not do the correct transformation. The transformation output is:</p> <pre><code>Transform = 0.9676 -0.2557 0 0.2596 0.9694 0 32.7217 -25.5110 1.0000 </code></pre> <p>Which if I input this into an image registration program, it works just fine. Here is an example image I did just now,</p> <p><img src="https://i.stack.imgur.com/MS7dr.jpg" alt="Example of strange MATLAB registration"></p> <p>A = Original Image, B = Rotated Original Image, C = Original Image Transformed.</p> <p>Again the transformation is correct (tested using FMRIB's-FLIRT registration software). MATLAB must be doing something different when applying it to the image.</p>

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