Dual-echo MR brain images provide good contrast between tumors and normal tissues, and they are routine acquired for brain-tumor patients. Segmentation of brain tumors based on these images is useful for treatment planning and follow-up. We report the segmentation of a brain tumor on dual-echo MR images using a combined vector decomposition and probability method. Three- dimensional displays of tumor and skin surface are presented.