In the previous paper, we applied the principle component analysis to separate overlapped bands of two-component system. In this paper, we have expanded this technique to three-component system, which is more pratically important in color photography. We have also discussed the influence of change in number of samples, of experimental error, of deviation from additivity in densities, and of overlapped peaks.