The infrared imaging characteristic difference between target and decoy is studied. It is pointed out that dynamic character is the main feature to distinguish target and decoy. At the stage of dot target, the variation magnitude of object's gray-scale intensity is regarded as the time sequence feature. Some methods such as multiresolution analysis and time-frequency analysis are adopted to identify target and decoy. The simulation result is given.