3D inference from monocular vision using neural networks is an important research area of computer vision. Applications of the research area are various with many solutions being proposed and have shown remarkable performance. Despite the fact that many efforts have been invested, there are still unanswered questions and some of them are fundamental. In this paper, I discuss a fundamental problem and propose a solution for its important special case.