A new blind image separation method based on bacterial chemotaxis(BC) is proposed.In this method,normalized fourth-order cumulant was used as objective function and the bacterial chemotaxis algorithm was used to optimize it for blind image separation.The separated source image component was wiped off from the mixed image before the next separation process and other source images could be separated one by one.Simulation results show that the proposed method can achieve the blind separation for mi...