Abstract: The structure, characteristics and applications of the system of fuse assemblage automatic detection image processing were introduced. Based on the research of digital image collection, image processing and automatic recognition, the fuse X-ray image automatic detection and recognition was realized. The factitious affection was avoided, and the fuse assemblage automatic detection was realized in the system.