3D Object Reconstruction From A Single Image

The task of 3D object reconstruction from a single image aims to recover the three-dimensional structure of an object through computer vision techniques from a two-dimensional image. The goal is to accurately estimate and reconstruct the geometric shape, pose, and texture of the object using methods such as deep learning, to achieve the transformation from 2D to 3D. Its application value is extensive, including virtual reality, augmented reality, robotic vision, and autonomous driving, which can enhance the environmental perception capabilities and interactive experience of systems.