The research background of personal identification based on biometrics is introduced in this paper in more detail. The palm character space

which is unique and can be easily classified

is set up through analysis of palm' s physiological characters and detecting edges of palm prints. And the personal identification system with faster recognition speed and higher reliability is established using ART2 neural network.