SupplementaryMaterialfor MonoSDF: ExploringMonocularGeometricCues forNeuralImplicitSurfaceReconstruction

In this section, we first present an overview of 4 different architectures for neural implicit scene representations anddetails ofMulti-Res. See Figure 1 for an overview over the architectures. More specifically, each grid contains up toT feature vectors with dimensionalityF. We further reportNormal Consistencyfor the Replica dataset following [9,13,18,19,23,32] as near-perfect ground truth is available. We observe that using more input views for training improves reconstruction quality.