Abstract—Aim to the difficulty of acquisition of conjugate points from multi-source remote sensing imagery, a novel matching method based on SIFT and CRA similarity measure is proposed. Firstly, the SIFT operator is adopted to extract feature points and coarse match is performed, the approximate tra