With the concept of precision agricultural was proposed, the research of agricultural automatic vehicle was paid more attention to in the world. The fundamental element of machine vision based agricultural automatic navigation system was presented in this paper. It includes path finding, location & path tracing and motion controlling. The image processing, automatic control and sensor fusion techniques are the key for autonomous vehicle systems.