Multiple sensor registration is important link in multisensor data fusion. In this paper. the source of registration errors and principle of registration techniques are briefly introduced firstly. Then,a review of the available techniques for multisensor registration is given. Finally , the combined technique of computational intelligence 、knowledge base and neural networks is proposed to solve the problem of registration.