Image Registration Based on SURF and Mutual Information

This paper,the feature points of two images respectively are extracted by SURF.Then the mutual information between the two image feature points sets is calculated.Finally,the best registration parameters are obtained by the modified SPSA,meanwhile the mutual information gets the maximum.Experimental results indicate that the advantages of the method are rapidness and simple calculation with good robust against light and the noise.