This paper proposed a novel digital signal processor (DSP ) based license plate detection algorithm. DSP is applied to achieve the real time detection. Kalman filter is used to promote the speed of license plate localization (LPL) and reduce the times of frames. Through our proposal the feature filter algorithm can enhance the feature of LP. Experimental results show that the method proposed can detect license plates and the accuracy is up to 99%.