Image matching is a key research issue in the intelligent processing of remote sensing images. Due to large phase differences or apparent ground features between unmanned aerial vehicle imagery and satellite imagery, as well number sparsely textured areas, image two types very difficult. Tackling difficult problem feature sparse region detection enhancement algorithm (SD-ME) proposed this study...