The detection accuracy of traditional pixel-level change detection algorithms is seriously influenced by radiometric difference, misregistration error and the determination of classification threshold for difference image, and it is difficult to differentiate the true changes of interest from various kinds of detected changes. Therefore, a novel two-step change detection algorithm combining fea...