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ThibaultGROUEIX / AtlasNet

This repository contains the source codes for the paper "AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation ". The network is able to synthesize a mesh (point cloud + connectivity) from a low-resolution point cloud, or from an image.

Home Page:http://imagine.enpc.fr/~groueixt/atlasnet/

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Learning representations for pointcloud manifold

shrutic12 opened this issue · comments

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Hi! Is it possible to use AtlasNet to get the latent space representation of pointcloud (describing a manifold)? I would then like to be able to learn the Riemannian metric of the manifold so that I can compute geodesics on the manifold using the latent representation to compute mean of the points on the pointcloud(manifold)...I'm new to using VAE and any help/advice would be greatly appreciated!