Abstract: This paper uses PLSA technology to have a try of image segmentation on RS images,and introduces the principle and the exact algorithm of PLSA image segmentation.Via the experimentation of three RS images segmentation and the contrast between biogeography based optimizing image segmentation method and attractor based algorithm.The result shows that the method used in this paper possess some advantage,and it is a potential image segmenting method.