RaduAlexandru/permuto_sdf

Code for our CVPR'23 paper - "PermutoSDF: Fast Multi-View Reconstruction with Implicit Surfaces using Permutohedral Lattices"

PythonCudaCCMakeC++DockerfileOthersigned-distance-fieldvolume-renderingnerf3d-reconstruction
This is stars and forks stats for /RaduAlexandru/permuto_sdf repository. As of 29 Apr, 2024 this repository has 358 stars and 22 forks.

PermutoSDF Project Page | Paper | Data PermutoSDF: Fast Multi-View Reconstruction with Implicit Surfaces using Permutohedral Lattices Radu Alexandru Rosu, Sven Behnke University of Bonn, Autonomous Intelligent Systems PermutoSDF is a system capable of recovering highly detailed 3D reconstructions given only 2D images with poses. We propose to use a hashed permutohedral encoding to ensure fast training and a novel RGB regularizer to encourage the network to predict high-frequency geometric detail. We...
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