In allusion to the shortcoming of actual most video segmentation methods are difficult to satisfy real time request,cellular neural network(CNN),which has strong parallel processing ability and is easy for hardware implementation,is applied to video segmentation.In the paper,a video motion object segmentation algorithm based on CNN is presented,and its experimental results on video sequences confirm that the proposed algorithm is feasible.