Volker Blanz

Affiliations:
  • University of Siegen, Institute for Vision and Graphics, Germany
  • Max Planck Institute for Informatics, Saarbrücken, Germany
  • University of Tübingen, Germany


According to our database1, Volker Blanz authored at least 72 papers between 1996 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2024
A Weighted Consensus Deep Learning Method for the Fusion of Object Segmentation Models and its Application to Glomeruli of the Mouse Olfactory Bulb.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2021
Reliable Semantic Segmentation with Superpixel-Mix.
CoRR, 2021

Learning a Discriminant Latent Space with Neural Discriminant Analysis.
CoRR, 2021

Deep Ranking with Adaptive Margin Triplet Loss.
CoRR, 2021

Robust Semantic Segmentation with Superpixel-Mix.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

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

Hierarchical Bayesian Inverse Lighting of Portraits with a Virtual Light Stage.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Color Composition Similarity and Its Application in Fine-grained Similarity.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Neural Discriminant Analysis For Fine-Grained Classification.
Proceedings of the IEEE International Conference on Image Processing, 2020

2019
Deep convolutional neural networks in the face of caricature.
Nat. Mach. Intell., 2019

2018
Deep Convolutional Neural Networks in the Face of Caricature: Identity and Image Revealed.
CoRR, 2018

Segmentation and Shape Extraction from Convolutional Neural Networks.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

2016
Lighting design for portraits with a virtual light stage.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Automated 3D Face Reconstruction from Multiple Images Using Quality Measures.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Multi-view Multi-illuminant Intrinsic Dataset.
Proceedings of the British Machine Vision Conference 2016, 2016

2015
Hallucination of facial details from degraded images using 3D face models.
Image Vis. Comput., 2015

Efficient and Robust Inverse Lighting of a Single Face Image Using Compressive Sensing.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Realistic inverse lighting from a single 2D image of a face, taken under unknown and complex lighting.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Exploration of the correlations of attributes and features in faces.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

2013
Man made structure detection and verification of object recognition in images for the visually impaired.
Proceedings of the 6th International Conference on Computer Vision / Computer Graphics Collaboration Techniques and Applications, 2013

Fast Face Detector Training Using Tailored Views.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Sonification of images for the visually impaired using a multi-level approach.
Proceedings of the 4th Augmented Human International Conference, 2013

2012
Which facial profile do humans expect after seeing a frontal view? a comparison with a linear face model.
ACM Trans. Appl. Percept., 2012

2011
Computer-Suggested Facial Makeup.
Comput. Graph. Forum, 2011

Partial generalized correlation for hyperspectral data.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2011

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

2010
Dissociable Neural Patterns of Facial Identity across Changes in Viewpoint.
J. Cogn. Neurosci., 2010

Pose-insensitive nose detection in TOF-scans.
Comput. Vis. Image Underst., 2010

Self-Adapting Feature Layers.
Proceedings of the Computer Vision, 2010

A morphing-based analysis of the perceptual distance metric of human faces.
Proceedings of the 7th Symposium on Applied Perception in Graphics and Visualization, 2010

2009
Recognizing an individual face: 3D shape contributes earlier than 2D surface reflectance information.
NeuroImage, 2009

Modellbasierte Bildmodifikation (Model-based Image Editing).
it Inf. Technol., 2009

Example-Based Rendering of Eye Movements.
Comput. Graph. Forum, 2009

2008
Automatic 3D face reconstruction from single images or video.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

2007
Adaptive sampling of reflectance fields.
ACM Trans. Graph., 2007

Testing tone mapping operators with human-perceived reality.
J. Electronic Imaging, 2007

Prediction of Individual Non-Linear Aging Trajectories of Faces.
Comput. Graph. Forum, 2007

Superresolution Reflectance Fields: Synthesizing images for intermediate light directions.
Comput. Graph. Forum, 2007

Fitting a Morphable Model to 3D Scans of Faces.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

A Learning-Based High-Level Human Computer Interface for Face Modeling and Animation.
Proceedings of the Artifical Intelligence for Human Computing, 2007

2006
Creating Face Models from Vague Mental Images.
Comput. Graph. Forum, 2006

Learning Dense 3D Correspondence.
Proceedings of the Advances in Neural Information Processing Systems 19, 2006

Detecting Acromegaly: Screening for Disease with a Morphable Model.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Computing human faces for human viewers: automated animation in photographs and paintings.
Proceedings of the 8th International Conference on Multimodal Interfaces, 2006

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

2005
Reflectance from Images: A Model-Based Approach for Human Faces.
IEEE Trans. Vis. Comput. Graph., 2005

Support Vector Machines for 3D Shape Processing.
Comput. Graph. Forum, 2005

Bayesian Relighting.
Proceedings of the Eurographics Symposium on Rendering Techniques, Konstanz, Germany, June 29, 2005

Object correspondence as a machine learning problem.
Proceedings of the Machine Learning, 2005

Perceptual evaluation of tone mapping operators with real-world scenes.
Proceedings of the Human Vision and Electronic Imaging X, 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

Component-Based Face Recognition with 3D Morphable Models.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 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

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

Facial Modeling and Animation.
Proceedings of the 24th Annual Conference of the European Association for Computer Graphics, 2003

Component-Based Face Recognition with 3D Morphable Models.
Proceedings of the Audio-and Video-Based Biometrie Person Authentication, 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 Recognition Using Component-Based SVM Classification and Morphable Models.
Proceedings of the Pattern Recognition with Support Vector Machines, 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

2000
Automatische Rekonstruktion der dreidimensionalen Form von Gesichtern aus einem Einzelbild.
PhD thesis, 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
Estimating Coloured 3D Face Models from Single Images: An Example Based Approach.
Proceedings of the Computer Vision, 1998

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


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