Mei-Xia Dong

Research on Monocular Image 3D Reconstruction Technology Based on End-to-End Deep Neural Networks and Neural Rendering

The task of monocular three-dimensional reconstruction represents a critical yet fundamentally ill-posed inverse problem in the field of computer vision, constrained primarily by the inherent loss of depth information during the two-dimensional perspective projection process. Existing optimization-based neural renderin...