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2020 – today
- 2022
[c28]Zhenzhang Ye, Tarun Yenamandra, Florian Bernard, Daniel Cremers:
Joint Deep Multi-Graph Matching and 3D Geometry Learning from Inhomogeneous 2D Image Collections. AAAI 2022: 3125-3133- [i38]Tarun Yenamandra, Ayush Tewari, Nan Yang, Florian Bernard, Christian Theobalt, Daniel Cremers:
HDSDF: Hybrid Directional and Signed Distance Functions for Fast Inverse Rendering. CoRR abs/2203.16284 (2022) - [i37]Dominik Muhle, Lukas Koestler, Nikolaus Demmel, Florian Bernard, Daniel Cremers:
The Probabilistic Normal Epipolar Constraint for Frame-To-Frame Rotation Optimization under Uncertain Feature Positions. CoRR abs/2204.02256 (2022) - [i36]Paul Roetzer, Paul Swoboda, Daniel Cremers, Florian Bernard:
A Scalable Combinatorial Solver for Elastic Geometrically Consistent 3D Shape Matching. CoRR abs/2204.12805 (2022) - [i35]Florian Hofherr, Lukas Koestler, Florian Bernard, Daniel Cremers:
Neural Implicit Representations for Physical Parameter Inference from a Single Video. CoRR abs/2204.14030 (2022) - [i34]Marvin Eisenberger, Aysim Toker, Laura Leal-Taixé, Florian Bernard, Daniel Cremers:
A Unified Framework for Implicit Sinkhorn Differentiation. CoRR abs/2205.06688 (2022) - [i33]Zhakshylyk Nurlanov, Daniel Cremers, Florian Bernard:
Efficient and Flexible Sublabel-Accurate Energy Minimization. CoRR abs/2206.09596 (2022) - [i32]Stefan Haller, Lorenz Feineis, Lisa Hutschenreiter, Florian Bernard, Carsten Rother, Dagmar Kainmüller, Paul Swoboda, Bogdan Savchynskyy:
A Comparative Study of Graph Matching Algorithms in Computer Vision. CoRR abs/2207.00291 (2022) - [i31]Dongliang Cao, Florian Bernard:
Unsupervised Deep Multi-Shape Matching. CoRR abs/2207.09610 (2022) - 2021
- [j16]Lingjie Liu
, Weipeng Xu, Marc Habermann, Michael Zollhöfer, Florian Bernard, Hyeongwoo Kim, Wenping Wang, Christian Theobalt:
Learning Dynamic Textures for Neural Rendering of Human Actors. IEEE Trans. Vis. Comput. Graph. 27(10): 4009-4022 (2021) - [c27]Viktoria Ehm, Daniel Cremers, Florian Bernard:
Shortest Paths in Graphs with Matrix-Valued Edges: Concepts, Algorithm and Application to 3D Multi-Shape Analysis. 3DV 2021: 1186-1195 - [c26]Maximilian Krahn, Florian Bernard, Vladislav Golyanik:
Convex Joint Graph Matching and Clustering via Semidefinite Relaxations. 3DV 2021: 1216-1226 - [c25]Tarun Yenamandra, Ayush Tewari, Florian Bernard, Hans-Peter Seidel, Mohamed Elgharib, Daniel Cremers, Christian Theobalt:
i3DMM: Deep Implicit 3D Morphable Model of Human Heads. CVPR 2021: 12803-12813 - [c24]Maolin Gao, Zorah Lähner, Johan Thunberg, Daniel Cremers, Florian Bernard:
Isometric Multi-Shape Matching. CVPR 2021: 14183-14193 - [c23]Florian Bernard, Daniel Cremers, Johan Thunberg:
Sparse Quadratic Optimisation over the Stiefel Manifold with Application to Permutation Synchronisation. NeurIPS 2021: 25256-25266 - [i30]Zhenzhang Ye, Tarun Yenamandra, Florian Bernard, Daniel Cremers:
Joint Deep Multi-Graph Matching and 3D Geometry Learning from Inhomogeneous 2D Image Collections. CoRR abs/2103.17229 (2021) - [i29]Franziska Mueller, Micah Davis, Florian Bernard, Oleksandr Sotnychenko, Mickeal Verschoor, Miguel A. Otaduy, Dan Casas, Christian Theobalt:
Real-time Pose and Shape Reconstruction of Two Interacting Hands With a Single Depth Camera. CoRR abs/2106.08059 (2021) - [i28]Jiayi Wang, Franziska Müller, Florian Bernard, Suzanne Sorli, Oleksandr Sotnychenko, Neng Qian, Miguel A. Otaduy, Dan Casas, Christian Theobalt:
RGB2Hands: Real-Time Tracking of 3D Hand Interactions from Monocular RGB Video. CoRR abs/2106.11725 (2021) - [i27]Florian Bernard, Daniel Cremers, Johan Thunberg:
Sparse Quadratic Optimisation over the Stiefel Manifold with Application to Permutation Synchronisation. CoRR abs/2110.00053 (2021) - [i26]Maximilian Krahn, Florian Bernard, Vladislav Golyanik:
Convex Joint Graph Matching and Clustering via Semidefinite Relaxations. CoRR abs/2110.11335 (2021) - [i25]Viktoria Ehm, Daniel Cremers, Florian Bernard:
Shortest Paths in Graphs with Matrix-Valued Edges: Concepts, Algorithm and Application to 3D Multi-Shape Analysis. CoRR abs/2112.04165 (2021) - 2020
- [j15]Ayush Tewari, Michael Zollhöfer, Florian Bernard, Pablo Garrido, Hyeongwoo Kim, Patrick Pérez, Christian Theobalt:
High-Fidelity Monocular Face Reconstruction Based on an Unsupervised Model-Based Face Autoencoder. IEEE Trans. Pattern Anal. Mach. Intell. 42(2): 357-370 (2020) - [j14]Bernhard Egger, William A. P. Smith, Ayush Tewari, Stefanie Wuhrer, Michael Zollhöfer, Thabo Beeler, Florian Bernard, Timo Bolkart, Adam Kortylewski, Sami Romdhani, Christian Theobalt, Volker Blanz, Thomas Vetter:
3D Morphable Face Models - Past, Present, and Future. ACM Trans. Graph. 39(5): 157:1-157:38 (2020) - [j13]Jiayi Wang, Franziska Mueller, Florian Bernard, Suzanne Sorli, Oleksandr Sotnychenko, Neng Qian, Miguel A. Otaduy, Dan Casas, Christian Theobalt:
RGB2Hands: real-time tracking of 3D hand interactions from monocular RGB video. ACM Trans. Graph. 39(6): 218:1-218:16 (2020) - [j12]Ayush Tewari, Mohamed Elgharib, Mallikarjun B. R., Florian Bernard, Hans-Peter Seidel, Patrick Pérez, Michael Zollhöfer, Christian Theobalt:
PIE: portrait image embedding for semantic control. ACM Trans. Graph. 39(6): 223:1-223:14 (2020) - [c22]Ayush Tewari, Mohamed Elgharib, Gaurav Bharaj, Florian Bernard, Hans-Peter Seidel, Patrick Pérez, Michael Zollhöfer, Christian Theobalt:
StyleRig: Rigging StyleGAN for 3D Control Over Portrait Images. CVPR 2020: 6141-6150 - [c21]Florian Bernard, Zeeshan Khan Suri, Christian Theobalt:
MINA: Convex Mixed-Integer Programming for Non-Rigid Shape Alignment. CVPR 2020: 13823-13832 - [c20]Neng Qian, Jiayi Wang, Franziska Mueller, Florian Bernard, Vladislav Golyanik, Christian Theobalt:
HTML: A Parametric Hand Texture Model for 3D Hand Reconstruction and Personalization. ECCV (11) 2020: 54-71 - [c19]Jiayi Wang, Franziska Mueller, Florian Bernard, Christian Theobalt:
Generative Model-Based Loss to the Rescue: A Method to Overcome Annotation Errors for Depth-Based Hand Pose Estimation. FG 2020: 101-108 - [i24]Lingjie Liu, Weipeng Xu, Marc Habermann, Michael Zollhöfer, Florian Bernard, Hyeongwoo Kim, Wenping Wang, Christian Theobalt:
Neural Human Video Rendering: Joint Learning of Dynamic Textures and Rendering-to-Video Translation. CoRR abs/2001.04947 (2020) - [i23]Florian Bernard, Zeeshan Khan Suri, Christian Theobalt:
MINA: Convex Mixed-Integer Programming for Non-Rigid Shape Alignment. CoRR abs/2002.12623 (2020) - [i22]Ayush Tewari, Mohamed Elgharib, Gaurav Bharaj, Florian Bernard, Hans-Peter Seidel, Patrick Pérez, Michael Zollhöfer, Christian Theobalt:
StyleRig: Rigging StyleGAN for 3D Control over Portrait Images. CoRR abs/2004.00121 (2020) - [i21]Jiayi Wang, Franziska Mueller, Florian Bernard, Christian Theobalt:
Generative Model-Based Loss to the Rescue: A Method to Overcome Annotation Errors for Depth-Based Hand Pose Estimation. CoRR abs/2007.03073 (2020) - [i20]Ayush Tewari, Mohamed Elgharib, Mallikarjun B. R., Florian Bernard, Hans-Peter Seidel, Patrick Pérez, Michael Zollhöfer, Christian Theobalt:
PIE: Portrait Image Embedding for Semantic Control. CoRR abs/2009.09485 (2020) - [i19]Tarun Yenamandra, Ayush Tewari, Florian Bernard, Hans-Peter Seidel, Mohamed Elgharib, Daniel Cremers, Christian Theobalt:
i3DMM: Deep Implicit 3D Morphable Model of Human Heads. CoRR abs/2011.14143 (2020) - [i18]Maolin Gao, Zorah Lähner, Johan Thunberg, Daniel Cremers, Florian Bernard:
Isometric Multi-Shape Matching. CoRR abs/2012.02689 (2020)
2010 – 2019
- 2019
- [j11]Stavros Avgerinos, Florian Bernard, Angelo Iollo, Giovanni Russo:
Linearly implicit all Mach number shock capturing schemes for the Euler equations. J. Comput. Phys. 393: 278-312 (2019) - [j10]Florian Bernard, Angelo Iollo, Gabriella Puppo:
BGK Polyatomic Model for Rarefied Flows. J. Sci. Comput. 78(3): 1893-1916 (2019) - [j9]Florian Bernard, Johan Thunberg, Jorge M. Goncalves, Christian Theobalt:
Synchronisation of partial multi-matchings via non-negative factorisations. Pattern Recognit. 92: 146-155 (2019) - [j8]Franziska Mueller, Micah Davis, Florian Bernard, Oleksandr Sotnychenko, Mickeal Verschoor, Miguel A. Otaduy, Dan Casas, Christian Theobalt:
Real-time pose and shape reconstruction of two interacting hands with a single depth camera. ACM Trans. Graph. 38(4): 49:1-49:13 (2019) - [j7]Lingjie Liu, Weipeng Xu, Michael Zollhöfer, Hyeongwoo Kim, Florian Bernard, Marc Habermann, Wenping Wang, Christian Theobalt:
Neural Rendering and Reenactment of Human Actor Videos. ACM Trans. Graph. 38(5): 139:1-139:14 (2019) - [c18]Tarun Yenamandra, Florian Bernard, Jiayi Wang, Franziska Mueller, Christian Theobalt:
Convex Optimisation for Inverse Kinematics. 3DV 2019: 318-327 - [c17]Ayush Tewari, Florian Bernard, Pablo Garrido, Gaurav Bharaj, Mohamed Elgharib, Hans-Peter Seidel, Patrick Pérez, Michael Zollhöfer, Christian Theobalt:
FML: Face Model Learning From Videos. CVPR 2019: 10812-10822 - [c16]Paul Swoboda, Dagmar Kainmüller, Ashkan Mokarian, Christian Theobalt, Florian Bernard:
A Convex Relaxation for Multi-Graph Matching. CVPR 2019: 11156-11165 - [c15]Florian Bernard, Johan Thunberg, Paul Swoboda, Christian Theobalt:
HiPPI: Higher-Order Projected Power Iterations for Scalable Multi-Matching. ICCV 2019: 10283-10292 - [i17]Bernhard Egger, William A. P. Smith, Ayush Tewari, Stefanie Wuhrer, Michael Zollhöfer, Thabo Beeler, Florian Bernard, Timo Bolkart, Adam Kortylewski, Sami Romdhani, Christian Theobalt, Volker Blanz, Thomas Vetter:
3D Morphable Face Models - Past, Present and Future. CoRR abs/1909.01815 (2019) - [i16]Tarun Yenamandra, Florian Bernard, Jiayi Wang, Franziska Mueller, Christian Theobalt:
Convex Optimisation for Inverse Kinematics. CoRR abs/1910.11016 (2019) - 2018
- [j6]Johan Thunberg, Johan Markdahl, Florian Bernard, Jorge M. Goncalves:
A lifting method for analyzing distributed synchronization on the unit sphere. Autom. 96: 253-258 (2018) - [j5]Florian Bernard, Angelo Iollo, Sébastien Riffaud:
Reduced-order model for the BGK equation based on POD and optimal transport. J. Comput. Phys. 373: 545-570 (2018) - [c14]Kripasindhu Sarkar, Florian Bernard, Kiran Varanasi, Christian Theobalt, Didier Stricker:
Structured Low-Rank Matrix Factorization for Point-Cloud Denoising. 3DV 2018: 444-453 - [c13]Franziska Mueller, Florian Bernard, Oleksandr Sotnychenko, Dushyant Mehta, Srinath Sridhar, Dan Casas, Christian Theobalt:
GANerated Hands for Real-Time 3D Hand Tracking From Monocular RGB. CVPR 2018: 49-59 - [c12]Ayush Tewari, Michael Zollhöfer, Pablo Garrido, Florian Bernard, Hyeongwoo Kim, Patrick Pérez, Christian Theobalt:
Self-Supervised Multi-Level Face Model Learning for Monocular Reconstruction at Over 250 Hz. CVPR 2018: 2549-2559 - [c11]Florian Bernard, Christian Theobalt, Michael Möller:
DS*: Tighter Lifting-Free Convex Relaxations for Quadratic Matching Problems. CVPR 2018: 4310-4319 - [c10]Kripasindhu Sarkar, Florian Bernard, Kiran Varanasi, Christian Theobalt, Didier Stricker:
Denoising of Point-clouds Based on Structured Dictionary Learning. SGP (Posters) 2018: 5-6 - [c9]Nadia Robertini, Florian Bernard, Weipeng Xu, Christian Theobalt:
Illumination-Invariant Robust Multiview 3D Human Motion Capture. WACV 2018: 1661-1670 - [i15]Florian Bernard, Johan Thunberg, Jorge M. Goncalves, Christian Theobalt:
Synchronisation of Partial Multi-Matchings via Non-negative Factorisations. CoRR abs/1803.06320 (2018) - [i14]Johan Thunberg, Johan Markdahl, Florian Bernard, Jorge M. Goncalves:
Lifting method for analyzing distributed synchronization on the unit sphere. CoRR abs/1805.02528 (2018) - [i13]Lingjie Liu, Weipeng Xu, Michael Zollhöfer, Hyeongwoo Kim, Florian Bernard, Marc Habermann, Wenping Wang, Christian Theobalt:
Neural Animation and Reenactment of Human Actor Videos. CoRR abs/1809.03658 (2018) - [i12]Florian Bernard, Johan Thunberg, Paul Swoboda, Christian Theobalt:
Higher-order Projected Power Iterations for Scalable Multi-Matching. CoRR abs/1811.10541 (2018) - [i11]Ayush Tewari, Florian Bernard, Pablo Garrido, Gaurav Bharaj, Mohamed Elgharib, Hans-Peter Seidel, Patrick Pérez, Michael Zollhöfer, Christian Theobalt:
FML: Face Model Learning from Videos. CoRR abs/1812.07603 (2018) - 2017
- [j4]Johan Thunberg, Florian Bernard, Jorge M. Gonçalves:
Distributed methods for synchronization of orthogonal matrices over graphs. Autom. 80: 243-252 (2017) - [j3]Florian Bernard, Luis Salamanca, Johan Thunberg, Alexander Tack, Dennis Jentsch, Hans Lamecker, Stefan Zachow, Frank Hertel, Jorge M. Gonçalves, Peter Gemmar:
Shape-aware surface reconstruction from sparse 3D point-clouds. Medical Image Anal. 38: 77-89 (2017) - [c8]Johan Thunberg, Florian Bernard, Jorge M. Goncalves:
Distributed synchronization of Euclidean transformations with guaranteed convergence. CDC 2017: 3757-3762 - [c7]Florian Bernard, Frank R. Schmidt, Johan Thunberg, Daniel Cremers:
A Combinatorial Solution to Non-Rigid 3D Shape-to-Image Matching. CVPR 2017: 1436-1445 - [c6]Ayush Tewari, Michael Zollhöfer, Hyeongwoo Kim, Pablo Garrido, Florian Bernard, Patrick Pérez, Christian Theobalt:
MoFA: Model-Based Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction. ICCV 2017: 3735-3744 - [i10]Johan Thunberg, Florian Bernard, Jorge M. Gonçalves:
Distributed methods for synchronization of orthogonal matrices over graphs. CoRR abs/1701.07248 (2017) - [i9]Ayush Tewari, Michael Zollhöfer, Hyeongwoo Kim, Pablo Garrido, Florian Bernard, Patrick Pérez, Christian Theobalt:
MoFA: Model-based Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction. CoRR abs/1703.10580 (2017) - [i8]Florian Bernard, Christian Theobalt, Michael Möller:
Tighter Lifting-Free Convex Relaxations for Quadratic Matching Problems. CoRR abs/1711.10733 (2017) - [i7]Franziska Mueller, Florian Bernard, Oleksandr Sotnychenko, Dushyant Mehta, Srinath Sridhar, Dan Casas, Christian Theobalt:
GANerated Hands for Real-time 3D Hand Tracking from Monocular RGB. CoRR abs/1712.01057 (2017) - [i6]Ayush Tewari, Michael Zollhöfer, Pablo Garrido, Florian Bernard, Hyeongwoo Kim, Patrick Pérez, Christian Theobalt:
Self-supervised Multi-level Face Model Learning for Monocular Reconstruction at over 250 Hz. CoRR abs/1712.02859 (2017) - 2016
- [b1]Florian Bernard:
Novel Methods for Multi-Shape Analysis. University of Luxembourg, 2016 - [c5]Florian Bernard, Peter Gemmar, Frank Hertel, Jorge M. Gonçalves, Johan Thunberg:
Linear Shape Deformation Models with Local Support Using Graph-Based Structured Matrix Factorisation. CVPR 2016: 5629-5638 - [c4]Florian Bernard, Nikos Vlassis, Peter Gemmar, Andreas Husch, Johan Thunberg, Jorge M. Gonçalves, Frank Hertel:
Fast correspondences for statistical shape models of brain structures. Medical Imaging: Image Processing 2016: 97840R - [i5]Florian Bernard, Luis Salamanca, Johan Thunberg, Alexander Tack, Dennis Jentsch, Hans Lamecker, Stefan Zachow, Frank Hertel, Jorge M. Gonçalves, Peter Gemmar:
Shape-aware Surface Reconstruction from Sparse Data. CoRR abs/1602.08425 (2016) - [i4]Florian Bernard, Frank R. Schmidt, Johan Thunberg, Daniel Cremers:
A Combinatorial Solution to Non-Rigid 3D Shape-to-Image Matching. CoRR abs/1611.05241 (2016) - 2015
- [j2]Florian Bernard, Angelo Iollo, Gabriella Puppo:
Accurate Asymptotic Preserving Boundary Conditions for Kinetic Equations on Cartesian Grids. J. Sci. Comput. 65(2): 735-766 (2015) - [c3]Andreas Husch, Peter Gemmar, Jörg Lohscheller, Florian Bernard, Frank Hertel:
Assessment of Electrode Displacement and Deformation with Respect to Pre-Operative Planning in Deep Brain Stimulation. Bildverarbeitung für die Medizin 2015: 77-82 - [c2]Florian Bernard, Johan Thunberg, Peter Gemmar, Frank Hertel, Andreas Husch, Jorge M. Gonçalves:
A solution for multi-alignment by transformation synchronisation. CVPR 2015: 2161-2169 - [c1]Luis Salamanca, Nikos Vlassis, Nico Diederich, Florian Bernard, Alexander Skupin:
Improved Parkinson's Disease Classification from Diffusion MRI Data by Fisher Vector Descriptors. MICCAI (2) 2015: 119-126 - [i3]Johan Thunberg, Florian Bernard, Jorge M. Gonçalves:
On Transitive Consistency for Linear Invertible Transformations between Euclidean Coordinate Systems. CoRR abs/1509.00728 (2015) - [i2]Florian Bernard, Peter Gemmar, Frank Hertel, Jorge M. Gonçalves, Johan Thunberg:
Linear Shape Deformation Models with Local Support Using Graph-based Structured Matrix Factorisation. CoRR abs/1510.08291 (2015) - 2014
- [i1]Florian Bernard, Johan Thunberg, Peter Gemmar, Frank Hertel, Andreas Husch, Jorge M. Gonçalves:
A Solution for Multi-Alignment by Transformation Synchronisation. CoRR abs/1410.8546 (2014) - 2013
- [j1]Florian Bernard, Christian Eric Deuter, Peter Gemmar, Hartmut Schächinger:
Eyelid contour detection and tracking for startle research related eye-blink measurements from high-speed video records. Comput. Methods Programs Biomed. 112(1): 22-37 (2013)
Coauthor Index
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