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How can I find a obj in a picture and calculate the degree of similarity

I can detect a obj region by using SURF method.I try to clip the target region to compare source picture and get the degree of similarity.After many attempts by compare histogram plot,Perceptual hash algorithm and so on,I find the result is not accurate.How can I solve the problem,thank you very much.