Calculating affine transformation using corresponding points
5 views (last 30 days)
Show older comments
Hello, I have a question about feature-based image registration process. I have two 3D images (volumes) with a set of N predefined corresponding points of [x,y,z,X,Y,Z] (where [x,y,z] and [X,Y,Z] are the coordinates of corresponding points in reference/imgR and target/imgT images, correspondingly). I am trying to align them based on these corresponding points using affine transformation.
Here are the steps I have gone through to register imgR and imgT volumes using 4 points:
- Four sets of corresponding points are selected randomly.
- Affine transformation matrix (T) is calculated using selected corresponding points (see below).
- Target image is resampled based on the calculated T using MATLAB's built-in imwarp function.
This works okay but it is not so accurate. How can I use all of the corresponding points instead of 4 of them?
0 Comments
Answers (0)
See Also
Categories
Find more on Geometric Transformation and Image Registration in Help Center and File Exchange
Products
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!