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EventHands: Real-Time Neural 3D Hand Pose Estimation from an Event Stream
V. Rudnev, V. Golyanik, J. Wang, H.P. Seidel, F. Mueller, M. Elgharib, C. Theobalt International Conference on Computer Vision (ICCV) 2021 Featured in "ICCV 2021 Daily" (link) [paper] [project page] [source code] [bibtex] |
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Differentiable Event Stream Simulator for Non-Rigid 3D Tracking
J. Nehvi, V. Golyanik, F. Mueller, H.P. Seidel, M. Elgharib, C. Theobalt CVPR Workshop on Event-Based Vision 2021 [paper] [arXiv] [supplemental] [bibtex] [project page] |
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Real-Time 3D Hand Reconstruction in Challenging Scenes From a Single Color or Depth Camera
F. Mueller PhD Thesis, Saarland University [pdf] |
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RGB2Hands: Real-Time Tracking of 3D Hand Interactions from Monocular RGB Video
J. Wang, F. Mueller, F. Bernard, S. Sorli, O. Sotnychenko, N. Qian, M. A. Otaduy, D. Casas, C. Theobalt ACM Transactions on Graphics (Proceedings SIGGRAPH Asia 2020) [project page] [pdf] [video] |
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HTML: A Parametric Hand Texture Model for 3D Hand Reconstruction and Personalization
N. Qian, J. Wang, F. Mueller, F. Bernard, V. Golyanik, C. Theobalt European Conference on Computer Vision (ECCV) 2020 [project page] [pdf] |
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Generative Model-Based Loss to the Rescue: A Method to Overcome Annotation Errors for Depth-Based Hand Pose Estimation
J. Wang, F. Mueller, F. Bernard, C. Theobalt International Conference on Automatic Face and Gesture Recognition (FG) 2020 [project page] [pdf] [video] |
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Virtual Hands in VR: Motion Capture, Synthesis, and Perception
S. Jörg, Y. Ye, M. Neff, F. Mueller, V. Zordan, ACM SIGGRAPH 2020 Courses [ACM Digital Library] ACM SIGGRAPH Asia 2020 Courses [ACM Digital Library] |
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XNect: Real-time Multi-person 3D Human Pose Estimation with a Single RGB Camera
D. Mehta, O. Sotnychenko, F. Mueller, W. Xu, M. Elgharib, P. Fua, H.P. Seidel, H. Rhodin, G. Pons-Moll, C. Theobalt ACM Transactions on Graphics (Proceedings SIGGRAPH 2020) [arXiv] [Demo@CVPR19] [SelecSLS-Pytorch] |
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Convex Optimisation for Inverse Kinematics
T. Yenamandra, F. Bernard, J. Wang, F. Mueller, C. Theobalt International Conference on 3D Vision (3DV) 2019 (Oral) [pdf] |
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Real-time Pose and Shape Reconstruction of Two Interacting Hands With a Single Depth Camera
F. Mueller, M. Davis, F. Bernard, O. Sotnychenko, M. Verschoor, M. A. Otaduy, D. Casas, C. Theobalt ACM Transactions on Graphics (Proceedings SIGGRAPH 2019) [pdf] [video] [project page] |
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HandSeg: An Automatically Labeled Dataset for Hand Segmentation from Depth Images
A. Bojja, F. Mueller, S. Malireddi, M. Oberweger, V. Lepetit, C. Theobalt, K. Yi, A. Tagliasacchi Conference on Computer and Robot Vision (CRV) 2019 [arxiv] [project page] |
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FingerInput: Capturing Expressive Single-Hand Thumb-to-Finger Microgestures for On-Skin Input
M. Soliman, F. Mueller, L. Hegemann, J. Sol Roo, C. Theobalt, J. Steimle ACM International Conference on Interactive Surfaces and Spaces (ISS) 2018 Best Academic Paper Award [pdf] [project page] |
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Single-Shot Multi-Person 3D Body Pose Estimation From Monocular RGB Input
D. Mehta, O. Sotnychenko, F. Mueller, W. Xu, S. Sridhar, G. Pons-Moll, C. Theobalt International Conference on 3D Vision (3DV) 2018 [arxiv] [project page] |
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GANerated Hands for Real-Time 3D Hand Tracking from Monocular RGB
F. Mueller, F. Bernard, O. Sotnychenko, D. Mehta, S. Sridhar, D. Casas, C. Theobalt Computer Vision and Pattern Recognition (CVPR) 2018 (Spotlight) [pdf] [supplemental] [video] [spotlight presentation] [project page] |
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Real-time Hand Tracking under Occlusion from an Egocentric RGB-D Sensor
F. Mueller, D. Mehta, O. Sotnychenko, S. Sridhar, D. Casas, C. Theobalt International Conference on Computer Vision (ICCV) 2017 [pdf] [supplemental] [video] [project page] |
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Real-time Joint Tracking of a Hand Manipulating an Object from RGB-D Input
S. Sridhar, F. Mueller, M. Zollhöfer, D. Casas, A. Oulasvirta, C. Theobalt European Conference on Computer Vision (ECCV) 2016 [pdf] [supplemental] [poster] [video] [project page] [Dexter+Object dataset] |
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Real-Time Hand-Object Tracking Using a Single Depth Camera
F. Mueller Master's Thesis, Saarland University [pdf] |
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Fast and Robust Hand Tracking Using Detection-Guided Optimization
S. Sridhar, F. Mueller, A. Oulasvirta, C. Theobalt Computer Vision and Pattern Recognition (CVPR) 2015 [pdf] [supplemental] [poster] [video] [project page] |
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Real-time Hand Tracking Using Hybrid Pose Optimization
F. Mueller Bachelor's Thesis, Saarland University [pdf] |