Search Results for author: Dominik Kulon

Found 2 papers, 2 papers with code

Weakly-Supervised Mesh-Convolutional Hand Reconstruction in the Wild

2 code implementations CVPR 2020 Dominik Kulon, Riza Alp Güler, Iasonas Kokkinos, Michael Bronstein, Stefanos Zafeiriou

We introduce a simple and effective network architecture for monocular 3D hand pose estimation consisting of an image encoder followed by a mesh convolutional decoder that is trained through a direct 3D hand mesh reconstruction loss.

3D Hand Pose Estimation

Single Image 3D Hand Reconstruction with Mesh Convolutions

1 code implementation4 May 2019 Dominik Kulon, Haoyang Wang, Riza Alp Güler, Michael Bronstein, Stefanos Zafeiriou

In this paper, we demonstrate an alternative solution that is based on the idea of encoding images into a latent non-linear representation of meshes.

3D Reconstruction

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