Abstract: Vehicle classes are recognized according to Particle Swarm Optimization and cloud mode theory.Vehicle features,such as vehicle size,shape information and edge feature are extracted for PSO training.Through cloud model parameters and the attribute similarity of five kind of vehicle calculate various characteristics weight,then carries vehicle recognition by the single sorter and the multi-sorters,the vehicle classification effect is good.