Abstract: A new real-time automatic detection algorithm is taken up for applying to X-ray images of screw steel tube. As a fuzzy method based on spatial contrast and differece in images, it can achieve lower missing rate and fewer misinterpretations than other inspecting algorithm, and it can satisfy the requirements of real-time detection.