Transition region is a special region located between the object and background in real images.This paper describes the properties of transition region and the method for determining the transition region.This paper also proposes a new automatic segmentation algorithm based on transition region and compares it with some common employed threshold selection algorithms.The analysis and experimental results show that this new algorithm is computational effciency and robust against disturbance.