AtlasNet: A Papier-Mâché Approach to Learning Mesh Synthesis
Thibault Groueix, Matthew Fisher, Vladimir G. Kim, Bryan C. Russell, Mathieu Aubry
Click on the images on the left panel to view different results of 3D reconstruction from a single 2D image (RGB), taken from the test set of ShapeNetCore dataset. We also provide two state-of-the-art methods using other 3D representations : 3D-R2N2 using voxels, and PointSetGen using point clouds.
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Single-View Reconstruction
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Input still image
AtlasNet (25 learned parameterizations) - Mesh
3D-R2N2 - Voxel
Point Set Gen - Point Cloud