The processing and recognition of image by means of computer is a subject coming up recently. It has wide applications in the railway system. The paper treats the transforming of indistinct images into clear ones and derives a wide-line inspecting operator algorithm for use in identifying cracks. The following examples of application are presented: the identification of crack in axles; the measurement of dynamic deflection of bridge; the measurement of dragged magnitude and transverse displacement of wheels...