It is necessary to calibrate the intensity between stereo images correctly to find their correct correspondence when using a correlation method. The authors propose a method of automatically calibrating the intensity from the image data, using segment-based correspondence results, which are robust against changes in intensity. The effects of this method are explained through experiments.