Using Kalman filter for the deep integration of DGPS and image matching, we improved it because the SIFT feature description of an image is typically large and slow to compute. The experiments show that the improved algorithm can meet the system's requirements for real-time matching for integrated navigation, increased the system navigation accuracy.