DensePose 3D: lifting canonical surface maps of articulated objects to the third dimension

We tackle the problem of monocular 3D reconstruction of articulated objects like humans and animals. We contribute DensePose 3D, a method that can learn such reconstructions in a weakly supervised fashion from 2D image annotations only. This is in stark contrast with previous deformable reconstructi...

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Bibliographic Details
Main Authors: Shapovalov, R, Novotny, D, Graham, B, Labatut, P, Vedaldi, A
Format: Conference item
Language:English
Published: IEEE 2022