Abstract: In this paper, we present a relative entropy-based algorithm to image segmentation. The main idea of this algorithm is to find a threshold by using relative entropy. Particle material image from plant scene is taken as example to show the practical application of the algorithm.Some experimental results are provided to show the proposed algorithm to be superior to the local entropy based algorithm of image segmentation.