Search Results for author: Christian Zimmermann

Found 4 papers, 2 papers with code

Contrastive Representation Learning for Hand Shape Estimation

no code implementations8 Jun 2021 Christian Zimmermann, Max Argus, Thomas Brox

This work presents improvements in monocular hand shape estimation by building on top of recent advances in unsupervised learning.

Contrastive Learning Representation Learning

3D Human Pose Estimation in RGBD Images for Robotic Task Learning

1 code implementation7 Mar 2018 Christian Zimmermann, Tim Welschehold, Christian Dornhege, Wolfram Burgard, Thomas Brox

We propose an approach to estimate 3D human pose in real world units from a single RGBD image and show that it exceeds performance of monocular 3D pose estimation approaches from color as well as pose estimation exclusively from depth.

3D Human Pose Estimation 3D Pose Estimation

Learning to Estimate 3D Hand Pose from Single RGB Images

8 code implementations ICCV 2017 Christian Zimmermann, Thomas Brox

Low-cost consumer depth cameras and deep learning have enabled reasonable 3D hand pose estimation from single depth images.

3D Hand Pose Estimation Sign Language Recognition +1

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