The requirements of the target recognition algorithm in the homing system are analyzed. The performance of the imaging target recognition algorithm in existence is compared. A target recognition algorithm which has the characteristic of easy to realize and low realtime safeguard requirement is proposed. The experiment results indicate that it has the better realtime and noise adapt performance, it can meet the requirement of the homing system.