A deformation-plus-face-pruning network reconstructs single-image meshes with complex topology, improving ShapeNet Chamfer and EMD scores over AtlasNet-25, Pixel2Mesh, and N3MR.
Learning representations and generative models for 3d point clouds
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Deep Mesh Reconstruction from Single RGB Images via Topology Modification Networks
A deformation-plus-face-pruning network reconstructs single-image meshes with complex topology, improving ShapeNet Chamfer and EMD scores over AtlasNet-25, Pixel2Mesh, and N3MR.