Based on the in-depth analysis of the design and composition of the stereo monitoring system used in border defense,the mathematical model of multi-sensor networking detection is established,and the technology of a stereo monitoring and detection technology based on Bayesian network is proposed.Based on these,a border defense surveillance detection scheme with high detection rate and low false alarm rate is realized.