Petr Moshkantsev

Image-to-Voxel Model Translation for 3D Scene Reconstruction and Segmentation

Objects class, depth, and shape are instantly reconstructed by a human looking at a 2D image. While modern deep models solve each of these challenging tasks separately, they struggle to perform simultaneous scene 3D reconstruction and segmentation. We propose a single shot image-to-semantic voxel mo…