Florian Bernard

According to our database, Florian Bernard authored at least 84 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Unlocking the Potential of Operations Research for Multi-Graph Matching.

Max Kahl, Sebastian Stricker, Lisa Hutschenreiter, Florian Bernard, Bogdan Savchynskyy

CoRR, 2024

C²M³: Cycle-Consistent Multi-Model Merging.

Donato Crisostomi, Marco Fumero, Daniele Baieri, Florian Bernard, Emanuele Rodolà

CoRR, 2024

Towards Full Automation of Geometry Extraction for Biomechanical Analysis of Abdominal Aortic Aneurysm; Neural Network-Based versus Classical Methodologies.

Farah Alkhatib, Mostafa Jamshidian, Donatien Le Liepvre, Florian Bernard, Ludovic Minvielle, Adam Wittek, Karol Miller

CoRR, 2024

FIRe: Fast Inverse Rendering using Directional and Signed Distance Functions.

Tarun Yenamandra, Ayush Tewari, Nan Yang, Florian Bernard, Christian Theobalt, Daniel Cremers

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Adaptive Certified Training: Towards Better Accuracy-Robustness Tradeoffs.

Zhakshylyk Nurlanov, Frank R. Schmidt, Florian Bernard

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track and Demo Track, 2024

A Universal and Flexible Framework for Unsupervised Statistical Shape Model Learning.

Nafie El Amrani, Dongliang Cao, Florian Bernard

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

DiscoMatch: Fast Discrete Optimisation for Geometrically Consistent 3D Shape Matching.

Paul Roetzer, Ahmed Abbas, Dongliang Cao, Florian Bernard, Paul Swoboda

Proceedings of the Computer Vision - ECCV 2024, 2024

Synchronous Diffusion for Unsupervised Smooth Non-rigid 3D Shape Matching.

Dongliang Cao, Zorah Lähner, Florian Bernard

Proceedings of the Computer Vision - ECCV 2024, 2024

Unsupervised 3D Structure Inference from Category-Specific Image Collections.

Weikang Wang, Dongliang Cao, Florian Bernard

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

SpiderMatch: 3D Shape Matching with Global Optimality and Geometric Consistency.

Paul Roetzer, Florian Bernard

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Partial-to-Partial Shape Matching with Geometric Consistency.

Viktoria Ehm, Maolin Gao, Paul Roetzer, Marvin Eisenberger, Daniel Cremers, Florian Bernard

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Spectral Meets Spatial: Harmonising 3D Shape Matching and Interpolation.

Dongliang Cao, Marvin Eisenberger, Nafie El Amrani, Daniel Cremers, Florian Bernard

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Geometrically Consistent Partial Shape Matching.

Viktoria Ehm, Paul Roetzer, Marvin Eisenberger, Maolin Gao, Florian Bernard, Daniel Cremers

Proceedings of the International Conference on 3D Vision, 2024

Revisiting Map Relations for Unsupervised Non-Rigid Shape Matching.

Dongliang Cao, Paul Roetzer, Florian Bernard

Proceedings of the International Conference on 3D Vision, 2024

2023

Unsupervised Learning of Robust Spectral Shape Matching.

Dongliang Cao, Paul Roetzer, Florian Bernard

ACM Trans. Graph., August, 2023

Fast Discrete Optimisation for Geometrically Consistent 3D Shape Matching.

Paul Roetzer, Ahmed Abbas, Dongliang Cao, Florian Bernard, Paul Swoboda

CoRR, 2023

SIGMA: Scale-Invariant Global Sparse Shape Matching.

Maolin Gao, Paul Roetzer, Marvin Eisenberger, Zorah Lähner, Michael Möller, Daniel Cremers, Florian Bernard

CoRR, 2023

Neural Implicit Representations for Physical Parameter Inference from a Single Video.

Florian Hofherr, Lukas Koestler, Florian Bernard, Daniel Cremers

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Non-negative Spherical Relaxations for Universe-Free Multi-matching and Clustering.

Johan Thunberg, Florian Bernard

Proceedings of the Image Analysis - 22nd Scandinavian Conference, 2023

ΣIGMA: Scale-Invariant Global Sparse Shape Matching.

Maolin Gao, Paul Roetzer, Marvin Eisenberger, Zorah Lähner, Michael Möller, Daniel Cremers, Florian Bernard

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Non-Separable Multi-Dimensional Network Flows for Visual Computing.

Viktoria Ehm, Daniel Cremers, Florian Bernard

Proceedings of the 44th Annual Conference of the European Association for Computer Graphics, 2023

Conjugate Product Graphs for Globally Optimal 2D-3D Shape Matching.

Paul Roetzer, Zorah Lähner, Florian Bernard

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Self-Supervised Learning for Multimodal Non-Rigid 3D Shape Matching.

Dongliang Cao, Florian Bernard

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Universe Points Representation Learning for Partial Multi-Graph Matching.

Zhakshylyk Nurlanov, Frank R. Schmidt, Florian Bernard

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Automatic branch detection of the arterial system from abdominal aortic segmentation.

Sébastien Riffaud, Gwladys Ravon, Thibault Allard, Florian Bernard, Angelo Iollo, Caroline Caradu

Medical Biol. Eng. Comput., 2022

HDSDF: Hybrid Directional and Signed Distance Functions for Fast Inverse Rendering.

Tarun Yenamandra, Ayush Tewari, Nan Yang, Florian Bernard, Christian Theobalt, Daniel Cremers

CoRR, 2022

HandFlow: Quantifying View-Dependent 3D Ambiguity in Two-Hand Reconstruction with Normalizing Flow.

Jiayi Wang, Diogo C. Luvizon, Franziska Mueller, Florian Bernard, Adam Kortylewski, Dan Casas, Christian Theobalt

Proceedings of the VMV 2022, 2022

Efficient and Flexible Sublabel-Accurate Energy Minimization.

Zhakshylyk Nurlanov, Daniel Cremers, Florian Bernard

Proceedings of the 26th International Conference on Pattern Recognition, 2022

A Comparative Study of Graph Matching Algorithms in Computer Vision.

Stefan Haller, Lorenz Feineis, Lisa Hutschenreiter, Florian Bernard, Carsten Rother, Dagmar Kainmüller, Paul Swoboda, Bogdan Savchynskyy

Proceedings of the Computer Vision - ECCV 2022, 2022

Unsupervised Deep Multi-shape Matching.

Dongliang Cao, Florian Bernard

Proceedings of the Computer Vision - ECCV 2022, 2022

A Scalable Combinatorial Solver for Elastic Geometrically Consistent 3D Shape Matching.

Paul Roetzer, Paul Swoboda, Daniel Cremers, Florian Bernard

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

The Probabilistic Normal Epipolar Constraint for Frame- To-Frame Rotation Optimization under Uncertain Feature Positions.

Dominik Muhle, Lukas Koestler, Nikolaus Demmel, Florian Bernard, Daniel Cremers

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

A Unified Framework for Implicit Sinkhorn Differentiation.

Marvin Eisenberger, Aysim Toker, Laura Leal-Taixé, Florian Bernard, Daniel Cremers

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Joint Deep Multi-Graph Matching and 3D Geometry Learning from Inhomogeneous 2D Image Collections.

Zhenzhang Ye, Tarun Yenamandra, Florian Bernard, Daniel Cremers

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Learning Dynamic Textures for Neural Rendering of Human Actors.

Lingjie Liu, Weipeng Xu, Marc Habermann, Michael Zollhöfer, Florian Bernard, Hyeongwoo Kim, Wenping Wang, Christian Theobalt

IEEE Trans. Vis. Comput. Graph., 2021

Sparse Quadratic Optimisation over the Stiefel Manifold with Application to Permutation Synchronisation.

Florian Bernard, Daniel Cremers, Johan Thunberg

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

i3DMM: Deep Implicit 3D Morphable Model of Human Heads.

Tarun Yenamandra, Ayush Tewari, Florian Bernard, Hans-Peter Seidel, Mohamed Elgharib, Daniel Cremers, Christian Theobalt

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Isometric Multi-Shape Matching.

Maolin Gao, Zorah Lähner, Johan Thunberg, Daniel Cremers, Florian Bernard

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Convex Joint Graph Matching and Clustering via Semidefinite Relaxations.

Maximilian Krahn, Florian Bernard, Vladislav Golyanik

Proceedings of the International Conference on 3D Vision, 2021

Shortest Paths in Graphs with Matrix-Valued Edges: Concepts, Algorithm and Application to 3D Multi-Shape Analysis.

Viktoria Ehm, Daniel Cremers, Florian Bernard

Proceedings of the International Conference on 3D Vision, 2021

2020

RGB2Hands: real-time tracking of 3D hand interactions from monocular RGB video.

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

ACM Trans. Graph., 2020

PIE: portrait image embedding for semantic control.

Ayush Tewari, Mohamed Elgharib, Mallikarjun B. R., Florian Bernard, Hans-Peter Seidel, Patrick Pérez, Michael Zollhöfer, Christian Theobalt

ACM Trans. Graph., 2020

3D Morphable Face Models - Past, Present, and Future.

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

ACM Trans. Graph., 2020

High-Fidelity Monocular Face Reconstruction Based on an Unsupervised Model-Based Face Autoencoder.

Ayush Tewari, Michael Zollhöfer, Florian Bernard, Pablo Garrido, Hyeongwoo Kim, Patrick Pérez, Christian Theobalt

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Neural Human Video Rendering: Joint Learning of Dynamic Textures and Rendering-to-Video Translation.

Lingjie Liu, Weipeng Xu, Marc Habermann, Michael Zollhöfer, Florian Bernard, Hyeongwoo Kim, Wenping Wang, Christian Theobalt

CoRR, 2020

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

Jiayi Wang, Franziska Mueller, Florian Bernard, Christian Theobalt

Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

HTML: A Parametric Hand Texture Model for 3D Hand Reconstruction and Personalization.

Neng Qian, Jiayi Wang, Franziska Mueller, Florian Bernard, Vladislav Golyanik, Christian Theobalt

Proceedings of the Computer Vision - ECCV 2020, 2020

StyleRig: Rigging StyleGAN for 3D Control Over Portrait Images.

Ayush Tewari, Mohamed Elgharib, Gaurav Bharaj, Florian Bernard, Hans-Peter Seidel, Patrick Pérez, Michael Zollhöfer, Christian Theobalt

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

MINA: Convex Mixed-Integer Programming for Non-Rigid Shape Alignment.

Florian Bernard, Zeeshan Khan Suri, Christian Theobalt

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Real-time pose and shape reconstruction of two interacting hands with a single depth camera.

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

ACM Trans. Graph., 2019

Neural Rendering and Reenactment of Human Actor Videos.

Lingjie Liu, Weipeng Xu, Michael Zollhöfer, Hyeongwoo Kim, Florian Bernard, Marc Habermann, Wenping Wang, Christian Theobalt

ACM Trans. Graph., 2019

Synchronisation of partial multi-matchings via non-negative factorisations.

Florian Bernard, Johan Thunberg, Jorge M. Gonçalves, Christian Theobalt

Pattern Recognit., 2019

BGK Polyatomic Model for Rarefied Flows.

Florian Bernard, Angelo Iollo, Gabriella Puppo

J. Sci. Comput., 2019

Linearly implicit all Mach number shock capturing schemes for the Euler equations.

Stavros Avgerinos, Florian Bernard, Angelo Iollo, Giovanni Russo

J. Comput. Phys., 2019

HiPPI: Higher-Order Projected Power Iterations for Scalable Multi-Matching.

Florian Bernard, Johan Thunberg, Paul Swoboda, Christian Theobalt

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

FML: Face Model Learning From Videos.

Ayush Tewari, Florian Bernard, Pablo Garrido, Gaurav Bharaj, Mohamed Elgharib, Hans-Peter Seidel, Patrick Pérez, Michael Zollhöfer, Christian Theobalt

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

A Convex Relaxation for Multi-Graph Matching.

Paul Swoboda, Dagmar Kainmüller, Ashkan Mokarian, Christian Theobalt, Florian Bernard

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Convex Optimisation for Inverse Kinematics.

Tarun Yenamandra, Florian Bernard, Jiayi Wang, Franziska Mueller, Christian Theobalt

Proceedings of the 2019 International Conference on 3D Vision, 2019

2018

Reduced-order model for the BGK equation based on POD and optimal transport.

Florian Bernard, Angelo Iollo, Sébastien Riffaud

J. Comput. Phys., 2018

Higher-order Projected Power Iterations for Scalable Multi-Matching.

Florian Bernard, Johan Thunberg, Paul Swoboda, Christian Theobalt

CoRR, 2018

Neural Animation and Reenactment of Human Actor Videos.

Lingjie Liu, Weipeng Xu, Michael Zollhöfer, Hyeongwoo Kim, Florian Bernard, Marc Habermann, Wenping Wang, Christian Theobalt

CoRR, 2018

A lifting method for analyzing distributed synchronization on the unit sphere.

Johan Thunberg, Johan Markdahl, Florian Bernard, Jorge M. Gonçalves

Autom., 2018

Illumination-Invariant Robust Multiview 3D Human Motion Capture.

Nadia Robertini, Florian Bernard, Weipeng Xu, Christian Theobalt

Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Denoising of Point-clouds Based on Structured Dictionary Learning.

Kripasindhu Sarkar, Florian Bernard, Kiran Varanasi, Christian Theobalt, Didier Stricker

Proceedings of the 16th Eurographics Symposium on Geometry Processing, 2018

Self-Supervised Multi-Level Face Model Learning for Monocular Reconstruction at Over 250 Hz.

Ayush Tewari, Michael Zollhöfer, Pablo Garrido, Florian Bernard, Hyeongwoo Kim, Patrick Pérez, Christian Theobalt

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

GANerated Hands for Real-Time 3D Hand Tracking From Monocular RGB.

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

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

DS*: Tighter Lifting-Free Convex Relaxations for Quadratic Matching Problems.

Florian Bernard, Christian Theobalt, Michael Möller

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Structured Low-Rank Matrix Factorization for Point-Cloud Denoising.

Kripasindhu Sarkar, Florian Bernard, Kiran Varanasi, Christian Theobalt, Didier Stricker

Proceedings of the 2018 International Conference on 3D Vision, 2018

2017

Shape-aware surface reconstruction from sparse 3D point-clouds.

Florian Bernard, Luis Salamanca, Johan Thunberg, Alexander Tack, Dennis Jentsch, Hans Lamecker, Stefan Zachow, Frank Hertel, Jorge M. Gonçalves, Peter Gemmar

Medical Image Anal., 2017

Tighter Lifting-Free Convex Relaxations for Quadratic Matching Problems.

Florian Bernard, Christian Theobalt, Michael Möller

CoRR, 2017

Distributed methods for synchronization of orthogonal matrices over graphs.

Johan Thunberg, Florian Bernard, Jorge M. Gonçalves

Autom., 2017

MoFA: Model-Based Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction.

Ayush Tewari, Michael Zollhöfer, Hyeongwoo Kim, Pablo Garrido, Florian Bernard, Patrick Pérez, Christian Theobalt

Proceedings of the IEEE International Conference on Computer Vision, 2017

A Combinatorial Solution to Non-Rigid 3D Shape-to-Image Matching.

Florian Bernard, Frank R. Schmidt, Johan Thunberg, Daniel Cremers

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Distributed synchronization of Euclidean transformations with guaranteed convergence.

Johan Thunberg, Florian Bernard, Jorge M. Gonçalves

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

2016

Novel Methods for Multi-Shape Analysis.

Florian Bernard

PhD thesis, 2016

Shape-aware Surface Reconstruction from Sparse Data.

Florian Bernard, Luis Salamanca, Johan Thunberg, Alexander Tack, Dennis Jentsch, Hans Lamecker, Stefan Zachow, Frank Hertel, Jorge M. Gonçalves, Peter Gemmar

CoRR, 2016

Fast correspondences for statistical shape models of brain structures.

Florian Bernard, Nikos Vlassis, Peter Gemmar, Andreas Husch, Johan Thunberg, Jorge M. Gonçalves, Frank Hertel

Proceedings of the Medical Imaging 2016: Image Processing, 2016

Linear Shape Deformation Models with Local Support Using Graph-Based Structured Matrix Factorisation.

Florian Bernard, Peter Gemmar, Frank Hertel, Jorge M. Gonçalves, Johan Thunberg

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Accurate Asymptotic Preserving Boundary Conditions for Kinetic Equations on Cartesian Grids.

Florian Bernard, Angelo Iollo, Gabriella Puppo

J. Sci. Comput., 2015

On Transitive Consistency for Linear Invertible Transformations between Euclidean Coordinate Systems.

Johan Thunberg, Florian Bernard, Jorge M. Gonçalves

CoRR, 2015

Improved Parkinson's Disease Classification from Diffusion MRI Data by Fisher Vector Descriptors.

Luis Salamanca, Nikos Vlassis, Nico Diederich, Florian Bernard, Alexander Skupin

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

A solution for multi-alignment by transformation synchronisation.

Florian Bernard, Johan Thunberg, Peter Gemmar, Frank Hertel, Andreas Husch, Jorge M. Gonçalves

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Assessment of Electrode Displacement and Deformation with Respect to Pre-Operative Planning in Deep Brain Stimulation.

Andreas Husch, Peter Gemmar, Jörg Lohscheller, Florian Bernard, Frank Hertel

Proceedings of the Bildverarbeitung für die Medizin 2015, Algorithmen - Systeme, 2015

2013

Eyelid contour detection and tracking for startle research related eye-blink measurements from high-speed video records.

Florian Bernard, Christian Eric Deuter, Peter Gemmar, Hartmut Schächinger

Comput. Methods Programs Biomed., 2013