14-10-2014, 07:21 PM
This week end, I coded a simple version of the matching algorithm. I am using OpenCV library, and defined some C++ classes: minutiaPoint, minutiaePoints. I coded the function that find the optimal affine transformation between N correspondences (that is mainly used for N=3, that gives an exact solution).
I coded the ransac algorithm using the transformation function. It needs 2 sets of minutiae points, each minutia in the first set has some correspondences in the other set. Then 3 points are chosen randomly in the first set, and their correspondences are chosen randomly in the set of possible correspondences.
To see the results, I used the minutiae points posted last time. The red crosses correspond to the first set of points, the green ones are for the second set. The first image is the unmatched version (surimposed points).
I coded the ransac algorithm using the transformation function. It needs 2 sets of minutiae points, each minutia in the first set has some correspondences in the other set. Then 3 points are chosen randomly in the first set, and their correspondences are chosen randomly in the set of possible correspondences.
To see the results, I used the minutiae points posted last time. The red crosses correspond to the first set of points, the green ones are for the second set. The first image is the unmatched version (surimposed points).
