The algorithm of image segmentation and parameters calculation for overlapping image region is studied. The method of thresholding and distance transformation is proposed. The two procedures for the image segmentation and parameters calculation are designed. Computer simulation results show that the algorithm can be processed automatically and it is suited for processing by the software or hardware.