In order to improve the detection process of the bulet gluing, the machine vision technology is used to design the image acquisition method, the local threshold segmentation algorithm and the judgment method based on the location, geometry and shape characteristics of the defect. The application shows that the method can accurately realize the segmentation and judgment of gluing defects.