Point-based geometry processing

Last updated on Dec 17, 2019
An Armadillo point cloud generated from poisson disc sampling
deep learning geometry processing point cloud 3d

Publications

Differentiable Surface Splatting for Point-based Geometry Processing
We propose a high-fidelity differentiable renderer for point clouds. We demonstrate how the proposed technique can be used to leverage contemporary deep neural networks to achieve state-of-the-art results in challenging geometry processing tasks.
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Differentiable Surface Splatting for Point-based Geometry Processing