In this paper, we propose Generalized Horizon View Camera system. It can able to improve a degree of freedom of Horizon View Camera (HVC) while keeping characteristics of previous HVC by using a horizon that existed at a center of camera lens. In this paper, we measured a distance to the object by the obtained image actually. In this experiment, we confirmed that detecting object using the GHVC is effective.