Publications

@inproceedings{Bernard:2020,

title = {MINA: Convex Mixed-Integer Programming for Non-Rigid Shape Alignment},

author = {F. Bernard and Z. Khan Suri and C. Theobalt},

url = {https://arxiv.org/pdf/2002.12623.pdf},

year  = {2020},

date = {2020-06-01},

booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Tewari:2020,

title = {StyleRig: Rigging StyleGAN for 3D Control over Portrait Images},

author = {A. Tewari and M. Elgharib and G. Bharaj and F. Bernard and H. -P. Seidel and P. Perez and M. Zollhoefer and C. Theobalt},

url = {http://gvv.mpi-inf.mpg.de/projects/StyleRig/data/paper.pdf},

year  = {2020},

date = {2020-06-01},

booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Wang2020,

title = {Generative Model-Based Loss to the Rescue: A Method to Overcome Annotation Errors for Depth-Based Hand Pose Estimation},

author = {J. Wang and F. M\"{u}ller and F. Bernard and C. Theobalt},

url = {https://arxiv.org/pdf/2007.03073.pdf},

year  = {2020},

date = {2020-05-01},

booktitle = {IEEE International Conference on Automatic Face and Gesture Recognition (FG)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Qian:2020,

title = {Parametric Hand Texture Model for 3D Hand Reconstruction and Personalization},

author = {N. Qian and J. Wang and F. Mueller and F. Bernard and V. Golyanik and C. Theobalt},

url = {https://pure.mpg.de/rest/items/item_3238376/component/file_3238377/content},

year  = {2020},

date = {2020-01-01},

booktitle = {European Conference on Computer Vision (ECCV)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bernard2019hippi,

title = {HiPPI: Higher-Order Projected Power Iterations for Scalable Multi-Matching},

author = {F. Bernard and J. Thunberg and P. Swoboda and C. Theobalt},

url = {https://openaccess.thecvf.com/content_ICCV_2019/papers/Bernard_HiPPI_Higher-Order_Projected_Power_Iterations_for_Scalable_Multi-Matching_ICCV_2019_paper.pdf},

year  = {2019},

date = {2019-10-01},

booktitle = {International Conference on Computer Vision (ICCV)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Yenamandra2019,

title = {Convex Optimisation for Inverse Kinematics},

author = {T. Yenamandra and F. Bernard and J. Wang and F. M\"{u}ller and C. Theobalt},

url = {https://arxiv.org/pdf/1910.11016.pdf},

year  = {2019},

date = {2019-09-01},

booktitle = {International Conference on 3DVision (3DV)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Tewari:2019,

title = {FML: Face Model Learning from Videos},

author = {A. Tewari and F. Bernard and P. Garrido and G. Bharaj and M. Elgharib and H. -P. Seidel and P. Perez and M. Zollhoefer and C. Theobalt},

url = {https://arxiv.org/pdf/1812.07603.pdf},

year  = {2019},

date = {2019-06-01},

booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Swoboda:2019,

title = {A convex relaxation for multi-graph matching},

author = {P. Swoboda and A. Mokarian and D. Kainmueller and C. Theobalt and F. Bernard},

url = {http://openaccess.thecvf.com/content_CVPR_2019/papers/Swoboda_A_Convex_Relaxation_for_Multi-Graph_Matching_CVPR_2019_paper.pdf},

year  = {2019},

date = {2019-06-01},

booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Sarkar:2018a,

title = {Structured Low-Rank Matrix Factorisation for Point-Cloud Denoising},

author = {K. Sarkar and F. Bernard and K. Varanasi and C. Theobalt and D. Stricker},

url = {http://gvv.mpi-inf.mpg.de/projects/3dv_denoising/sarkar_et_al-pointcloud_denoising_3dv_2018.pdf},

year  = {2018},

date = {2018-09-01},

booktitle = {International Conference on 3DVision (3DV)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Sarkar:2018b,

title = {Denoising of point-clouds based on structured dictionary learning},

author = {K. Sarkar and F. Bernard and K. Varanasi and C. Theobalt and D. Stricker},

url = {https://diglib.eg.org/bitstream/handle/10.2312/sgp20181180/005-006.pdf},

year  = {2018},

date = {2018-07-01},

booktitle = {Symposium on Geometry Processing (SGP)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bernard:2018,

title = {DS*: Tighter Lifting-Free Convex Relaxations for Quadratic Matching Problems},

author = {F. Bernard and C. Theobalt and M. Moeller},

url = {https://arxiv.org/pdf/1711.10733},

year  = {2018},

date = {2018-06-01},

booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Mueller:2018,

title = {GANerated Hands for Real-time 3D Hand Tracking from Monocular RGB},

author = {F. Mueller and F. Bernard and O. Sotnychenko and D. Mehta and S. Sridhar and D. Casas and C. Theobalt},

url = {https://arxiv.org/pdf/1712.01057},

year  = {2018},

date = {2018-06-01},

booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Tewari:2018,

title = {Self-supervised Multi-level Face Model Learning for Monocular Reconstruction at over 250 Hz},

author = {A. Tewari and M. Zollh\"{o}fer and P. Garrido and F. Bernard and H. Kim and P. P\'{e}rez and C. Theobalt},

url = {https://arxiv.org/pdf/1712.02859},

year  = {2018},

date = {2018-06-01},

booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Robertini:2018,

title = {Illumination-invariant Robust Multiview 3D Human Motion Capture},

author = {N. Robertini and F. Bernard and W. Xu and C. Theobalt},

url = {http://gvv.mpi-inf.mpg.de/projects/IntrinsicMoCap/content/paper.pdf},

year  = {2018},

date = {2018-03-01},

booktitle = {IEEE Winter Conf. on Applications of Computer Vision},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Thunberg:2017,

title = {Distributed Synchronization of Euclidean Transformations with Guaranteed Convergence},

author = {J. Thunberg and F. Bernard and J. Goncalves},

url = {http://orbilu.uni.lu/bitstream/10993/34953/1/orbi_version.pdf},

year  = {2017},

date = {2017-12-01},

booktitle = {IEEE Conference on Decision and Control (CDC)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Tewari:2017,

title = {MoFA: Model-based Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction},

author = {A. Tewari and M. Zollh\"{o}fer and H. Kim and P. Garrido and F. Bernard and P. P\'{e}rez and C. Theobalt},

url = {https://arxiv.org/pdf/1703.10580},

year  = {2017},

date = {2017-10-01},

urldate = {2017-10-01},

booktitle = {International Conference on Computer Vision (ICCV)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bernard:2016tq,

title = {A Combinatorial Solution to Non-Rigid 3D Shape-to-Image Matching},

author = {F. Bernard and F. R. Schmidt and J. Thunberg and D. Cremers},

url = {https://arxiv.org/pdf/1611.05241},

year  = {2017},

date = {2017-07-01},

booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bernard:2016spie,

title = {Fast Correspondences for Statistical Shape Models of Brain Structures},

author = {F. Bernard and N. Vlassis and P. Gemmar and A. Husch and J. Thunberg and J. Goncalves and F. Hertel},

year  = {2016},

date = {2016-03-01},

booktitle = {SPIE Medical Imaging},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bernard:2016cvpr,

title = {Linear Shape Deformation Models with Local Support Using Graph-based Structured Matrix Factorisation},

author = {F. Bernard and P. Gemmar and F. Hertel and J. Goncalves and J. Thunberg},

url = {https://arxiv.org/pdf/1510.08291},

year  = {2016},

date = {2016-00-01},

booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Salamanca:2015,

title = {Improved Parkinson's disease classification from diffusion MRI data by Fisher vector descriptors},

author = {L. Salamanca and N. Vlassis and N. Diederich and F. Bernard and A. Skupin},

url = {https://link.springer.com/content/pdf/10.1007%2F978-3-319-24571-3_15.pdf},

year  = {2015},

date = {2015-10-01},

booktitle = {Medical Image Computing and Computer Assisted Intervention (MICCAI)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bernard:2015sami,

title = {Transitively Consistent and Unbiased Multi-Image Registration using Numerically Stable Transformation Synchronisation},

author = {F. Bernard and J. Thunberg and A. Husch and L. Salamanca and P. Gemmar and F. Hertel and J. Goncalves},

url = {http://www.midasjournal.org/download/viewpdf/960/1/download},

year  = {2015},

date = {2015-10-01},

booktitle = {MICCAI Workshop on Spectral Analysis in Medical Imaging},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bernard:2015shape,

title = {Shape-aware 3D Interpolation using Statistical Shape Models},

author = {F. Bernard and L. Salamanca and J. Thunberg and F. Hertel and J. Goncalves and P. Gemmar},

url = {http://shapesymposium.org/proceedings-screen.pdf},

year  = {2015},

date = {2015-09-01},

urldate = {2015-09-01},

booktitle = {Proceedings of Shape Symposium},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bernard:2015cvpr,

title = {A Solution for Multi-Alignment by Transformation Synchronisation},

author = {F. Bernard and J. Thunberg and P. Gemmar and F. Hertel and A. Husch and J. Goncalves},

url = {https://arxiv.org/pdf/1410.8546.pdf},

year  = {2015},

date = {2015-06-01},

booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Husch:2015,

title = {Assessment of Electrode Displacement and Deformation with Respect to Pre-Operative Planning in Deep Brain Stimulation},

author = {A. Husch and P. Gemmar and J. Lohscheller and F. Bernard and F. Hertel},

url = {https://link.springer.com/chapter/10.1007%2F978-3-662-46224-9_15#page-1},

year  = {2015},

date = {2015-03-01},

urldate = {2015-03-01},

booktitle = {Bildverarbeitung f\"{u}r die Medizin},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bernard:2014ins,

title = {Interactive Hierarchical Segmentation for Deep Brain Structure Identification},

author = {F. Bernard and P. Gemmar and A. Husch and C. Saleh and F. Hertel},

year  = {2014},

date = {2014-11-01},

booktitle = {10th Annual Meeting of the German Society of Neuromodulation (DGNM)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bernard:2014bmt,

title = {Improving the Consistency of Manual Deep Brain Structure Segmentations by Combining Variational Interpolation, Simultaneous Multi-Modality Visualisation and Histogram Equalisation},

author = {F. Bernard and P. Gemmar and A. Husch and C. Saleh and H. Neb and G. Dooms and F. Hertel},

year  = {2014},

date = {2014-10-01},

booktitle = {Proc. BMT, Biomed Tech},

volume = {59 (Suppl. 1)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bremm:2014bmt,

title = {Influence of the electrode-electrolyte interface on the electric field in Deep Brain Stimulation},

author = {R. P. Bremm and F. Bernard and A. Husch and H. Neb and P. Gemmar and K. P. Koch and F. Hertel},

year  = {2014},

date = {2014-10-01},

booktitle = {Proc. BMT, Biomed Tech},

volume = {59 (Suppl. 1)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bernard:2014shape,

title = {ASMTB: An Extensible Development Environment for 3D Segmentations based on Active Shape Models},

author = {F. Bernard and P. Gemmar and A. Husch and F. Hertel},

url = {http://shapesymposium.org/2014/Proceedings.pdf},

year  = {2014},

date = {2014-06-01},

booktitle = {Proceedings of Shape Symposium},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bernard:2014mlss,

title = {Automatic Segmentation of Brain Structures for Neurosurgery},

author = {F. Bernard},

year  = {2014},

date = {2014-04-01},

booktitle = {Joint poster session of Machine Learning Summer School \& AISTATS},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Gemmar:2013,

title = {Computer aided Planning and Navigation for Patient-Specific Deep Brain Stimulation},

author = {P. Gemmar and F. Bernard and A. Husch and P. Martini and K. -P. Koch and F. Hertel},

url = {https://www.degruyter.com/downloadpdf/j/bmte.2013.58.issue-s1-L/bmt-2013-4255/bmt-2013-4255.pdf},

year  = {2013},

date = {2013-09-01},

booktitle = {Proc. BMT, Biomed Tech},

volume = {58 (Suppl. 1)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bernard:2013ins,

title = {Patient-specific Modelling of the Subthalamic Nucleus for Deep Brain Stimulation Targeting},

author = {F. Bernard and A. Husch and F. Hertel and P. Gemmar},

year  = {2013},

date = {2013-06-01},

booktitle = {9th Annual Meeting of the German Society of Neuromodulation (DGNM)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Husch:2013ins,

title = {An Approach on the Quantification of Uncertainties in the MRI-defined Subthalamic Nucleus},

author = {A. Husch and F. Bernard and F. Hertel and P. Gemmar},

year  = {2013},

date = {2013-06-01},

booktitle = {9th Annual Meeting of the German Society of Neuromodulation (DGNM)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Fischer:2013,

title = {Kontaktfreie, videobasierte Erfassung der Blinzelaktivit\"{a}t},

author = {G. Fischer and C. E. Deuter and F. Bernard and P. Gemmar and H. Sch\"{a}chinger},

year  = {2013},

date = {2013-00-01},

booktitle = {Proc. "Psychologie und Gehirn"},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Gemmar:2012,

title = {Road Map for patient-centered 3D Planning and Navigation in Deep Brain Stimulation \textendash Automatic Registration of STN Morphology},

author = {P. Gemmar and A. Husch and F. Bernard and F. Hertel},

year  = {2012},

date = {2012-11-01},

booktitle = {8th Annual Meeting of the German Society of Neuromodulation (DGNM) - Joint Meeting with the Neuromodulation Society of United Kingdom and Ireland (NSUKI)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Gunnes:2012,

title = {SWAN Sequence in Comparison to T2 for STN Visualization in DBS Surgery},

author = {N. Gunnes and A. Husch and F. Bernard and P. Gemmar and G. Dooms and F. Hertel},

year  = {2012},

date = {2012-11-01},

booktitle = {8th Annual Meeting of the German Society of Neuromodulation (DGNM) - Joint Meeting with the Neuromodulation Society of United Kingdom and Ireland (NSUKI)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Husch:2012,

title = {Suite for Computer Supported Planning and Navigation in Deep Brain Stimulation},

author = {A. Husch and F. Bernard and F. Hertel and P. Gemmar},

year  = {2012},

date = {2012-11-01},

booktitle = {8th Annual Meeting of the German Society of Neuromodulation (DGNM) - Joint Meeting with the Neuromodulation Society of United Kingdom and Ireland (NSUKI)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bernard:2012,

title = {Improvements on the Feasibility of Active Shape Model-based Subthalamic Nucleus Segmentation},

author = {F. Bernard and P. Gemmar and A. Husch and F. Hertel},

url = {https://www.degruyter.com/view/j/bmte.2012.57.issue-s1-B/bmt-2012-4333/bmt-2012-4333.xml},

year  = {2012},

date = {2012-08-01},

booktitle = {Proc. BMT, Biomed Tech},

volume = {57 (Suppl. 1)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}