Few-shot point cloud reconstruction and denoising via learned Guassian splats renderings and fine-tuned diffusion features

Pietro Bonazzi, Marie-Julie Rakatosaona, Marco Cannici +2

Existing deep learning methods for the reconstruction and denoising of point clouds rely on small datasets of 3D shapes. We circumvent the problem by leveraging deep learning metho…