This study evaluates particle density distribution images in a pipe cross-section by means of the state transition matrix that is a parameter to indicate the dominant change among CT space-time frames. It is clarified a linear or a non-linear of the particle density change in the time and space. The density distributions of solid-air two phase flow with a time-space change are measured by a capacitance CT.