Therefore, in this paper we present an autonomous mobile robot navigation system that utilizes a low cost high precision vision system with sufficient reliability of information about the surrounding of the mobile robot to allow the mobile robot navigation system to make decisions regarding the path or trajectory it should follow to achieve its goal.