In recent years, with the development of digital video and cameras, there are more and more applications on multi-view videos. In multi-view video, more than one camera captures the same objects from different viewpoints. It is necessary to do color correction in order to improve the visual quality of multi-view videos. In this paper, a color correction algorithm using feature points matching is proposed. The results show that the algorithm given by us can be successfully used to decrease the difference of color in multi-view videos.