Abstract: Based on the traditional single-stereo VLL matching algorithm,MVLL,which is a multi-view image matching algorithm appropriate for the matching of linear-array images,is proposed.MVLL algorithm can integrate the information of multiple overlapping images to avoid blind information area,and thus has a high successful matching rate.Algorithm analysis and experimental results show that,compared with traditional single stereo image matching algorithms,MVLL algorithm can achieve prominent performance in the matching of both similar features and occluded features.