InfoNorm: Mutual Information Shaping of Normals for Sparse-View Reconstruction
"3D surface reconstruction from multi-view images is essential for scene understanding and interaction. However, complex indoor scenes pose challenges such as ambiguity due to limited observations. Recent implicit surface representations, such as Neural Radiance Fields (NeRFs) and signed distance fu…