Since different segmentation algorithms works well for different applications

quality evaluation of image segmentation is indispensable

and thus we introduce fuzzy measure into quality evaluation algorithm of image segmentation and propose a function that could change an image to the field of fuzzy property effectively. Moreover

a composite evaluation function that includes region uniformity

gray contrast

shape parameter and fuzzy measure is presented. The experiment results indicate that fuzzy measure can evaluate image segmentation quality correctly.