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RGB2Hands: Real-Time Tracking of 3D Hand Interactions from Monocular RGB Video


Jun 22, 2021
Jiayi Wang, Franziska Mueller, Florian Bernard, Suzanne Sorli, Oleksandr Sotnychenko, Neng Qian, Miguel A. Otaduy, Dan Casas, Christian Theobalt

* ACM Transactions on Graphics (TOG) 39 (6), 1-16, 2020 
* SIGGRAPH Asia 2020 

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Real-time Pose and Shape Reconstruction of Two Interacting Hands With a Single Depth Camera


Jun 15, 2021
Franziska Mueller, Micah Davis, Florian Bernard, Oleksandr Sotnychenko, Mickeal Verschoor, Miguel A. Otaduy, Dan Casas, Christian Theobalt

* ACM Transactions on Graphics (Proceedings SIGGRAPH 2019) 

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Differentiable Event Stream Simulator for Non-Rigid 3D Tracking


Apr 30, 2021
Jalees Nehvi, Vladislav Golyanik, Franziska Mueller, Hans-Peter Seidel, Mohamed Elgharib, Christian Theobalt

* In CVPR 2021 Workshop on Event-based Vision. Project page: http://gvv.mpi-inf.mpg.de/projects/Event-based_Non-rigid_3D_Tracking 

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EventHands: Real-Time Neural 3D Hand Reconstruction from an Event Stream


Dec 14, 2020
Viktor Rudnev, Vladislav Golyanik, Jiayi Wang, Hans-Peter Seidel, Franziska Mueller, Mohamed Elgharib, Christian Theobalt

* Project page: https://gvv.mpi-inf.mpg.de/projects/EventHands/ 

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Generative Model-Based Loss to the Rescue: A Method to Overcome Annotation Errors for Depth-Based Hand Pose Estimation


Jul 06, 2020
Jiayi Wang, Franziska Mueller, Florian Bernard, Christian Theobalt


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Convex Optimisation for Inverse Kinematics


Oct 24, 2019
Tarun Yenamandra, Florian Bernard, Jiayi Wang, Franziska Mueller, Christian Theobalt


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XNect: Real-time Multi-person 3D Human Pose Estimation with a Single RGB Camera


Jul 01, 2019
Dushyant Mehta, Oleksandr Sotnychenko, Franziska Mueller, Weipeng Xu, Mohamed Elgharib, Pascal Fua, Hans-Peter Seidel, Helge Rhodin, Gerard Pons-Moll, Christian Theobalt


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Single-Shot Multi-Person 3D Pose Estimation From Monocular RGB


Aug 28, 2018
Dushyant Mehta, Oleksandr Sotnychenko, Franziska Mueller, Weipeng Xu, Srinath Sridhar, Gerard Pons-Moll, Christian Theobalt

* International Conference on 3D Vision (3DV), 2018 

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HandSeg: An Automatically Labeled Dataset for Hand Segmentation from Depth Images


Aug 02, 2018
Abhishake Kumar Bojja, Franziska Mueller, Sri Raghu Malireddi, Markus Oberweger, Vincent Lepetit, Christian Theobalt, Kwang Moo Yi, Andrea Tagliasacchi


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GANerated Hands for Real-time 3D Hand Tracking from Monocular RGB


Dec 04, 2017
Franziska Mueller, Florian Bernard, Oleksandr Sotnychenko, Dushyant Mehta, Srinath Sridhar, Dan Casas, Christian Theobalt


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Real-time Hand Tracking under Occlusion from an Egocentric RGB-D Sensor


Oct 05, 2017
Franziska Mueller, Dushyant Mehta, Oleksandr Sotnychenko, Srinath Sridhar, Dan Casas, Christian Theobalt

* Accepted at the International Conference on Computer Vision (ICCV) 2017 

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Real-time Joint Tracking of a Hand Manipulating an Object from RGB-D Input


Oct 16, 2016
Srinath Sridhar, Franziska Mueller, Michael Zollhöfer, Dan Casas, Antti Oulasvirta, Christian Theobalt

* Proceedings of ECCV 2016 

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Fast and Robust Hand Tracking Using Detection-Guided Optimization


Feb 12, 2016
Srinath Sridhar, Franziska Mueller, Antti Oulasvirta, Christian Theobalt

* Computer Vision and Pattern Recognition (CVPR), 2015 IEEE Conference on , vol., no., pp.3213-3221, 7-12 June 2015 
* 9 pages, Accepted version of paper published at CVPR 2015 

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