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How to calculate Similarity Rate of 2 feature matching.


I am matching 2 images by their features in openCV ( I've used SURF specially but I am going to compare all other methods too. Depending on match rate) I want to get similarity rate of 2 images e.g A image %85 similar to B image. how can I do it?

P.S: I am looking for good opencv svm tutorial since it is lack of documentation.