A method of image segmentation was presented which uses fuzzy rules co
mbined with thresholding method. The conventional thresholding techniq
ue is simple, fast and easily implemented while the fuzzy rules can co
pe with those uncertain data, The fusion technique outperforms the ada
ptive thresholding method. The fuzzy rules are acquired from the examp
les.