We investigated whether the visibility of upper surface of a cylinder causes any change in binocular fixation points while gazing at its rim. The experimental results show that fixation points in visible case are not the same as in invisible case. We conjecture that the human visual system has a mechanism shifting the fixation point, which is driven by perceiving either occlusion or 3D shape of a cylinder.