matchFeatures returns wrong matches
10 views (last 30 days)
Show older comments
Manos on 6 Oct 2015
Commented: Dima Lisin on 8 Oct 2015
Hello, I am trying to use the matchFeatures function in order to match a set of image corners returned by the corner function (Harris) with another set of the same image corners found manually with data cursor. Harris' algorithm returns 18 corners and I manually spot 20 but I guess this is fine. The problem is matchFeatures doesn't seem to work properly since these are my results :
right_matched_indexes = matchFeatures(right_image_corners_Harris, right_image_corners_manual);
Shouldn't 11 be matched to 9 and 14 to 2? I'd appreciate any help regarding why this is happening and any solutions. Thanks
Dima Lisin on 7 Oct 2015
matchFeatures is not really meant to be used to match the (x,y) locations of points. It is designed to match feature descriptors, like SURF, BRISK, or FREAK. You are seeing these strange results, because matchFeatures interprets its inputs as feature vectors, and normalizes them to have a magnitude of 1.
For correct usage of matchFeatures please see the following example.
Dima Lisin on 8 Oct 2015
Well, the [x,y] vectors were normalized to have the magnitude of 1. So they were matched by the closest angle.
More Answers (0)
Find more on Computer Vision With Simulink in Help Center and File Exchange
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!Start Hunting!