Abstract: The application of 2-D Kalman filtering to processing weldment X-Ray picturs is studied and an approach is made correspondingly. The main steps of the calculation are given in detail. The charateristis are analyzed. The performance and fast implementation of this method in mirocomputer-based image prccessing system are discussed. Experimental results are given also.