Thomas Vetter

Orcid: 0000-0002-4755-337X

According to our database1, Thomas Vetter authored at least 115 papers between 1995 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2023
Robust Model-based Face Reconstruction through Weakly-Supervised Outlier Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
GiNGR: Generalized Iterative Non-Rigid Point Cloud and Surface Registration Using Gaussian Process Regression.
CoRR, 2022

2021
To fit or not to fit: Model-based Face Reconstruction and Occlusion Segmentation from Weak Supervision.
CoRR, 2021

Sequential Gaussian Process Regression for Simultaneous Pathology Detection and Shape Reconstruction.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2020
3D Morphable Face Models - Past, Present, and Future.
ACM Trans. Graph., 2020

Uncertainty Reduction in Contour-Based 3D/2D Registration of Bone Surfaces.
Proceedings of the Shape in Medical Imaging - International Workshop, 2020

Learning Shape Priors from Pieces.
Proceedings of the Shape in Medical Imaging - International Workshop, 2020

A Closest Point Proposal for MCMC-based Probabilistic Surface Registration.
Proceedings of the Computer Vision - ECCV 2020, 2020

2019
Error-Controlled Model Approximation for Gaussian Process Morphable Models.
J. Math. Imaging Vis., 2019

3D Morphable Models (Dagstuhl Seminar 19102).
Dagstuhl Reports, 2019

Robust Registration of Statistical Shape Models for Unsupervised Pathology Annotation.
Proceedings of the Large-Scale Annotation of Biomedical Data and Expert Label Synthesis and Hardware Aware Learning for Medical Imaging and Computer Assisted Intervention, 2019

Probabilistic Surface Reconstruction with Unknown Correspondence.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures, 2019

Photo-Realistic Exemplar-Based Face Ageing.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

Greedy Structure Learning of Hierarchical Compositional Models.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Analyzing and Reducing the Damage of Dataset Bias to Face Recognition With Synthetic Data.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Gaussian Process Morphable Models.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Occlusion-Aware 3D Morphable Models and an Illumination Prior for Face Image Analysis.
Int. J. Comput. Vis., 2018

Priming Deep Neural Networks with Synthetic Faces for Enhanced Performance.
CoRR, 2018

Informed MCMC with Bayesian Neural Networks for Facial Image Analysis.
CoRR, 2018

Training Deep Face Recognition Systems with Synthetic Data.
CoRR, 2018

Probabilistic Fitting of Active Shape Models.
Proceedings of the Shape in Medical Imaging, 2018

A Parametric Freckle Model for Faces.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

Morphable Face Models - An Open Framework.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

Probabilistic Joint Face-Skull Modelling for Facial Reconstruction.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Empirically Analyzing the Effect of Dataset Biases on Deep Face Recognition Systems.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017
Markov Chain Monte Carlo for Automated Face Image Analysis.
Int. J. Comput. Vis., 2017

Greedy Compositional Clustering for Unsupervised Learning of Hierarchical Compositional Models.
CoRR, 2017

Efficient Global Illumination for Morphable Models.
Proceedings of the IEEE International Conference on Computer Vision, 2017

2016
Copula Eigenfaces with Attributes: Semiparametric Principal Component Analysis for a Combined Color, Shape and Attribute Model.
Proceedings of the Computer Vision, Imaging and Computer Graphics Theory and Applications, 2016

Copula Eigenfaces - Semiparametric Principal Component Analysis for Facial Appearance Modeling.
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

Probabilistic Compositional Active Basis Models for Robust Pattern Recognition.
Proceedings of the British Machine Vision Conference 2016, 2016

Occlusion-aware 3D Morphable Face Models.
Proceedings of the British Machine Vision Conference 2016, 2016

2015
Deformable Models.
Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

Automated analysis of spine dynamics on live CA1 pyramidal cells.
Medical Image Anal., 2015

Background modeling for generative image models.
Comput. Vis. Image Underst., 2015

An optimization-based approach to extract faceted crystal shapes from stereoscopic images.
Comput. Chem. Eng., 2015

Implicit Boundary Learning for Connectomics.
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

Multiview Reconstruction of Complex Organic Shapes.
Proceedings of the British Machine Vision Conference 2015, 2015

2014
Variational Image Registration Using Inhomogeneous Regularization.
J. Math. Imaging Vis., 2014

Spatially Varying Registration Using Gaussian Processes.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Using Object Probabilities in Deformable Model Fitting.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Pose Normalization for Eye Gaze Estimation and Facial Attribute Description from Still Images.
Proceedings of the Pattern Recognition - 36th German Conference, 2014

Unsupervised Footwear Impression Analysis and Retrieval from Crime Scene Data.
Proceedings of the Computer Vision - ACCV 2014 Workshops, 2014

2013
Posterior shape models.
Medical Image Anal., 2013

Finite Element Surface Registration Incorporating Curvature, Volume Preservation, and Statistical Model Information.
Comput. Math. Methods Medicine, 2013

A Unified Approach to Shape Model Fitting and Non-rigid Registration.
Proceedings of the Machine Learning in Medical Imaging - 4th International Workshop, 2013

Human face shape analysis under spherical harmonics illumination considering self occlusion.
Proceedings of the International Conference on Biometrics, 2013

A Monte Carlo Strategy to Integrate Detection and Model-Based Face Analysis.
Proceedings of the Pattern Recognition - 35th German Conference, 2013

2012
Efficient object tracking by condentional and cascaded image sensing.
Comput. Stand. Interfaces, 2012

Automatic Fracture Reduction.
Proceedings of the Mesh Processing in Medical Image Analysis 2012, 2012

Wavelet Reduced Support Vector Regression for Efficient and Robust Head Pose Estimation.
Proceedings of the Ninth Conference on Computer and Robot Vision, 2012

2011
Optimal landmark detection using shape models and branch and bound.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Using Landmarks as a Deformation Prior for Hybrid Image Registration.
Proceedings of the Pattern Recognition - 33rd DAGM Symposium, Frankfurt/Main, Germany, August 31, 2011

GraphTrack: Fast and globally optimal tracking in videos.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Morphable Models of Faces.
Proceedings of the Handbook of Face Recognition, 2nd Edition., 2011

2010
Toward image-based facial hair modeling.
Proceedings of the Spring Conference on Computer Graphics, 2010

Local Regression Based Statistical Model Fitting.
Proceedings of the Pattern Recognition, 2010

Image Segmentation with a Statistical Appearance Model and a Generic Mumford-Shah Inspired Outside Model.
Proceedings of the Pattern Recognition, 2010

2009
Deformable Models.
Proceedings of the Encyclopedia of Biometrics, 2009

Towards image-based beard modeling.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2009

Building Shape Models from Lousy Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Weight, Sex, and Facial Expressions: On the Manipulation of Attributes in Generative 3D Face Models.
Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009

Probabilistic Modeling and Visualization of the Flexibility in Morphable Models.
Proceedings of the Mathematics of Surfaces XIII, 2009

Facial Normal Map Capture using Four Lights - An Effective and Inexpensive Method of Capturing the Fine Scale Detail of Human Faces using Four Point Lights.
Proceedings of the GRAPP 2009, 2009

Face Reconstruction from Skull Shapes and Physical Attributes.
Proceedings of the Pattern Recognition, 2009

On compositional Image Alignment, with an application to Active Appearance Models.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

A 3D Face Model for Pose and Illumination Invariant Face Recognition.
Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009

2008
Wavelet Frame Accelerated Reduced Support Vector Machines.
IEEE Trans. Image Process., 2008

SHREC'08 entry: Shape based face recognition with a Morphable Model.
Proceedings of the 2008 International Conference on Shape Modeling and Applications (SMI 2008), 2008

Expression invariant 3D face recognition with a Morphable Model.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

A statistical deformation prior for non-rigid image and shape registration.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Navigating in a Shape Space of Registered Models.
IEEE Trans. Vis. Comput. Graph., 2007

Morphable Models for Faces, Skulls and Cars.
Proceedings of the 12th International Fall Workshop on Vision, Modeling, and Visualization, 2007

Example-Based Conceptual Styling Framework for Automotive Shapes.
Proceedings of the 4th Eurographics Workshop on Sketch-Based Interfaces and Modeling, 2007

3D Reconstruction of Human Faces from Occluding Contours.
Proceedings of the Computer Vision/Computer Graphics Collaboration Techniques, 2007

Reconstructing High Quality Face-Surfaces using Model Based Stereo.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Curvature Guided Level Set Registration Using Adaptive Finite Elements.
Proceedings of the Pattern Recognition, 2007

3D Probabilistic Feature Point Model for Object Detection and Recognition.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Skin Detail Analysis for Face Recognition.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Optimal Step Nonrigid ICP Algorithms for Surface Registration.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Face Recognition Using 3-D Models: Pose and Illumination.
Proc. IEEE, 2006

Registration of Expressions Data using a 3D Morphable Model.
J. Multim., 2006

Combining PCA and LFA for Surface Reconstruction from a Sparse Set of Control Points.
Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2006), 2006

Registration of Expressions Data using a 3D Morphable Model.
Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2006), 2006

2005
Over-Complete Wavelet Approximation of a Support Vector Machine for Efficient Classification.
Proceedings of the Pattern Recognition, 27th DAGM Symposium, Vienna, Austria, August 31, 2005

Estimating 3D Shape and Texture Using Pixel Intensity, Edges, Specular Highlights, Texture Constraints and a Prior.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Face Recognition Based on Frontal Views Generated from Non-Frontal Images.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2004
Exchanging Faces in Images.
Comput. Graph. Forum, 2004

Efficient Face Detection by a Cascaded Support Vector Machine Using Haar-Like Features.
Proceedings of the Pattern Recognition, 26th DAGM Symposium, August 30, 2004

A Statistical Method for Robust 3D Surface Reconstruction from Sparse Data.
Proceedings of the 2nd International Symposium on 3D Data Processing, 2004

2003
Face Recognition Based on Fitting a 3D Morphable Model.
IEEE Trans. Pattern Anal. Mach. Intell., 2003

Reanimating Faces in Images and Video.
Comput. Graph. Forum, 2003

Morphable Models for the Analysis and the Synthesis of Images.
Proceedings of the 8th International Fall Workshop on Vision, Modeling, and Visualization, 2003

Efficient, Robust and Accurate Fitting of a 3D Morphable Model.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Regularized 3D Morphable Models.
Proceedings of the 2003 IEEE 1st International Workshop on Higher-Level Knowledge in 3D Modeling and Motion Analysis (HLK 2003), 2003

2002
Reconstructing the Complete 3D Shape of Faces from Partial Information (Rekonstruktion der dreidimensionalen Form von Gesichtern aus partieller Information).
Informationstechnik Tech. Inform., 2002

Face Identification across Different Poses and Illuminations with a 3D Morphable Model.
Proceedings of the 5th IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2002), 2002

Facial Modeling and Animation.
Proceedings of the 23rd Annual Conference of the European Association for Computer Graphics, 2002

Face Identification by Fitting a 3D Morphable Model Using Linear Shape and Texture Error Functions.
Proceedings of the Computer Vision, 2002

2001
Categorization by Learning and Combining Object Parts.
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

2000
Face Reconstruction from a Small Number of Feature Points.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Face Reconstruction Using a Small Set of Feature Points.
Proceedings of the Biologically Motivated Computer Vision, 2000

1999
3D shape and 2D surface textures of human faces: the role of "averages" in attractiveness and age.
Image Vis. Comput., 1999

A Morphable Model for the Synthesis of 3D Faces.
Proceedings of the 26th Annual Conference on Computer Graphics and Interactive Techniques, 1999

3D-Reconstruction of Faces: Combining Stereo with Class-Based Knowledge.
Proceedings of the Mustererkennung 1999, 1999

1998
Synthesis of Novel Views from a Single Face Image.
Int. J. Comput. Vis., 1998

Estimating Coloured 3D Face Models from Single Images: An Example Based Approach.
Proceedings of the Computer Vision, 1998

1997
Linear Object Classes and Image Synthesis From a Single Example Image.
IEEE Trans. Pattern Anal. Mach. Intell., 1997

Recognizing faces from a new viewpoint.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

A bootstrapping algorithm for learning linear models of object classes.
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997

1996
Learning Novel Views to a Single Face Image.
Proceedings of the Artificial Neural Networks, 1996

Comparison of View-Based Object Recognition Algorithms Using Realistic 3D Models.
Proceedings of the Artificial Neural Networks, 1996

Image Synthesis from a Single Example Image.
Proceedings of the Computer Vision, 1996

Novel Views of a Single Face Image.
Proceedings of the Mustererkennung 1996, 1996

1995
Separation of Texture and Two-Dimensional Shape in Images of Human Faces.
Proceedings of the Mustererkennung 1995, 1995


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