The results demonstrated that the X-ray imaging technique can effectively distinguish between bonding wires made of gold, silver, copper, and aluminum. Moreover, the thickness of these materials can also be detected. This technique exhibits high potential for utilization as a simple and quick method for non-destructive material characterization in the industrial environment.