Single image based three dimensional structure reconstruction is a classical and important topic in computer vision domain. This survey focus on image acquisition, such as surface material, surface shape and the information loss of target, and classified the single image based 3D reconstruction methods into three categories, i.e. illumination model, geometric element distribution, and deep learning. By analyzing and concluding the advantage and disadvantage of different methods, potential research direction is also suggested.