In this paper, local and global kernels are combined to use the detailed and rough similarities simultaneously. In recent years, many recognition methods based on local features have been proposed. However, the combination of only local matching is not sufficient. Global viewpoint is also necessary to improve the generalization ability. In general, local feature matching measures the detailed s...