Research on image mosaic optimization algorithm based on SIFT feature detection
Yangping Wang · Jisuanji yingyong yanjiu · 2012
In complex scenes,the traditional image match optimization algorithm was low efficiency,and motion ghosting was often contained in the merged image.In order to solve these problems,on the basis of the SIFT algorithm,this paper adopted a new method of clustering to pre-screening feature points,then used RANSAC algorithm for purifying feature points accurately.About image fusion,based on feature point,it proposed an improved methods which combined the best suture line and multi-resolution method.Experiments prove that,the improved algorithm which is efficiency,can effectively remove the ghosting.