
Generative ModelBased Loss to the Rescue: A Method to Overcome Annotation Errors for DepthBased Hand Pose Estimation
We propose to use a modelbased generative loss for training hand pose e...
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StyleRig: Rigging StyleGAN for 3D Control over Portrait Images
StyleGAN generates photorealistic portrait images of faces with eyes, te...
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MINA: Convex MixedInteger Programming for NonRigid Shape Alignment
We present a convex mixedinteger programming formulation for nonrigid ...
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Neural Human Video Rendering: Joint Learning of Dynamic Textures and RenderingtoVideo Translation
Synthesizing realistic videos of humans using neural networks has been a...
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Neural Human Video Rendering by Learning Dynamic Textures and RenderingtoVideo Translation
Synthesizing realistic videos of humans using neural networks has been a...
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Convex Optimisation for Inverse Kinematics
We consider the problem of inverse kinematics (IK), where one wants to f...
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3D Morphable Face Models – Past, Present and Future
In this paper, we provide a detailed survey of 3D Morphable Face Models ...
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FML: Face Model Learning from Videos
Monocular imagebased 3D reconstruction of faces is a longstanding prob...
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Higherorder Projected Power Iterations for Scalable MultiMatching
The matching of multiple objects (e.g. shapes or images) is a fundamenta...
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Neural Animation and Reenactment of Human Actor Videos
We propose a method for generating (near) videorealistic animations of ...
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A Lifting method for analyzing distributed synchronization on the unit sphere
This paper introduces a new lifting method for analyzing convergence of ...
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Lifting method for analyzing distributed synchronization on the unit sphere
This paper introduces a new lifting method for analyzing convergence of ...
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Synchronisation of Partial MultiMatchings via Nonnegative Factorisations
In this work we study permutation synchronisation for the challenging ca...
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Selfsupervised Multilevel Face Model Learning for Monocular Reconstruction at over 250 Hz
The reconstruction of dense 3D models of face geometry and appearance fr...
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GANerated Hands for Realtime 3D Hand Tracking from Monocular RGB
We address the highly challenging problem of realtime 3D hand tracking ...
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Tighter LiftingFree Convex Relaxations for Quadratic Matching Problems
In this work we study convex relaxations of quadratic optimisation probl...
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MoFA: Modelbased Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction
In this work we propose a novel modelbased deep convolutional autoencod...
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Distributed methods for synchronization of orthogonal matrices over graphs
This paper addresses the problem of synchronizing orthogonal matrices ov...
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A Combinatorial Solution to NonRigid 3D ShapetoImage Matching
We propose a combinatorial solution for the problem of nonrigidly match...
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Shapeaware Surface Reconstruction from Sparse 3D PointClouds
The reconstruction of an object's shape or surface from a set of 3D poin...
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Linear Shape Deformation Models with Local Support Using Graphbased Structured Matrix Factorisation
Representing 3D shape deformations by linear models in highdimensional ...
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On Transitive Consistency for Linear Invertible Transformations between Euclidean Coordinate Systems
Transitive consistency is an intrinsic property for collections of linea...
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A Solution for MultiAlignment by Transformation Synchronisation
The alignment of a set of objects by means of transformations plays an i...
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Florian Bernard
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Postdoctoral Researcher at the Max Planck Institute for Informatics