Abstract: This paper describes a representative form of multisensor visual information and a methodology based on Dempster-Shafer Evidence Theory ti, process these information. Some new concepts,such as dependent function, dependent evidence are proposed and a modified combination function inaccordance with the dependence evidence is also given in the paper.