Christian Ruprecht

DualPM: Dual Posed-Canonical Point Maps for 3D Shape and Pose Reconstruction

The choice of data representation is a key factor in the success of deep learning in geometric tasks. For instance, DUSt3R has recently introduced the concept of viewpoint- invariant point maps, generalizing depth prediction, and showing that one can reduce all the key problems in the 3D reconstruct…