[Retracted] Improved Multiview Decomposition for Single-Image High-Resolution 3D Object Reconstruction

Figure 1

Improved single-RGB image high-resolution 3D reconstruction network structure. We apply the basic architecture of MVD [39]. The improved multiresidual dense block superresolution network processes six axis-aligned orthographic depth maps (ODMs). High-resolution depth maps and silhouette maps are estimated from the low-resolution ODMs, respectively. The improved multifeature fusion 2D encoder encodes the input RGB image into a 1024-dimensional latent vector and decodes it through 3D ESPCN.