During the course of 3D reconstruction from a set of images,to some limitations in traditional algorithms a new effi-cient algorithm of points correspondence matching based on a new affinity measure is developed.Through this method,image points matching and 3D reconstruction can be operated in parallel.In this paper,the algorithm of points matching and reconstruc-tion across images is presented.Experimental results on synthetic and real data demonstrate the effectiveness of the method.
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