To improve matching ratio and decrease computational complexity of graph/hypergraph matching,an image registration algorithm based on sparse position hypergraph matching is proposed in this paper.Firstly,the graph model is constructed through extracting features from real images.Secondly,after getting the minimum spanning tree structure which contains the main connections among nodes of graph,sparse position hypergraph is obtained by using the position angle information of hyper-edge composed of three neigh...