This paper is about image segmentation algorithm QuickShift. The goal of the research is to explore how various values of algorithm parameters affect on segmentation results. The results of experiments are quality evaluation of segmentation with different parameter values, the most suitable cases for each parameter value and some recommendation on parameters adjusting.