Sami S. Brandt

According to our database, Sami S. Brandt authored at least 62 papers between 2000 and 2023.

Collaborative distances:

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

2023

Neural Network-Based Human Motion Predictor and Smoother.

Stella Graßhof, Mathias Bastholm, Sami S. Brandt

SN Comput. Sci., November, 2023

Controllable GAN Synthesis Using Non-Rigid Structure-from-Motion.

René Haas, Stella Graßhof, Sami S. Brandt

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

2022

Tensor-based Emotion Editing in the StyleGAN Latent Space.

René Haas, Stella Graßhof, Sami S. Brandt

CoRR, 2022

Tensor-Based Non-Rigid Structure from Motion.

Stella Graßhof, Sami Sebastian Brandt

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Neural Network-based Human Motion Smoother.

Mathias Bastholm, Stella Graßhof, Sami S. Brandt

Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods, 2022

2021

Multilinear Modelling of Faces and Expressions.

Stella Grasshof, Hanno Ackermann, Sami Sebastian Brandt, Jörn Ostermann

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Tensor-based Subspace Factorization for StyleGAN.

René Haas, Stella Graßhof, Sami S. Brandt

Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

2020

Analysis of the Effect of Dataset Construction Methodology on Transferability of Music Emotion Recognition Models.

Sabina Hult, Line Bay Kreiberg, Sami Sebastian Brandt, Björn Þór Jónsson

Proceedings of the 2020 on International Conference on Multimedia Retrieval, 2020

2019

Non-Rigid Structure-From-Motion by Rank-One Basis Shapes.

Sami S. Brandt, Hanno Ackermann

CoRR, 2019

Accurate Segmentation of Dental Panoramic Radiographs with U-NETS.

Thorbjørn Louring Koch, Mathias Perslev, Christian Igel, Sami Sebastian Brandt

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Uncalibrated Non-Rigid Factorisation by Independent Subspace Analysis.

Sami Sebastian Brandt, Hanno Ackermann, Stella Grasshof

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

2018

Integral Geometric Dual Distributions of Multilinear Models.

Sami Sebastian Brandt

CoRR, 2018

2017

Projective structure from facial motion.

Stella Grasshof, Hanno Ackermann, Felix Kuhnke, Jörn Ostermann, Sami S. Brandt

Proceedings of the Fifteenth IAPR International Conference on Machine Vision Applications, 2017

Apathy Is the Root of All Expressions.

Stella Graßhof, Hanno Ackermann, Sami S. Brandt, Jörn Ostermann

Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

2016

Removal of Vesicle Structures From Transmission Electron Microscope Images.

Katrine Hommelhoff Jensen, Fred J. Sigworth, Sami Sebastian Brandt

IEEE Trans. Image Process., 2016

2015

Fast and accurate multi-view reconstruction by multi-stage prioritised matching.

Markus Ylimäki, Juho Kannala, Jukka Holappa, Sami S. Brandt, Janne Heikkilä

IET Comput. Vis., 2015

Knot detection in X-ray images of wood planks using dictionary learning.

Mattias Hansson, Alexandru Enescu, Sami S. Brandt

Proceedings of the 14th IAPR International Conference on Machine Vision Applications, 2015

2014

Segmentation of B-mode cardiac ultrasound data by Bayesian Probability Maps.

Mattias Hansson, Sami S. Brandt, Johan Lindström, Petri Gudmundsson, Amra Jujic, Andreas Malmgren, Yuanji Cheng

Medical Image Anal., 2014

2013

On the bayesian reconstruction method for randomly oriented particles in cryo-EM.

Sami Sebastian Brandt, Katrine Hommelhoff Jensen, François Lauze

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

2012

A Bayesian Framework for Automated Cardiovascular Risk Scoring on Standard Lumbar Radiographs.

Kersten Petersen, Melanie Ganz, Peter Mysling, Mads Nielsen, Lene Lillemark, Alessandro Crimi, Sami S. Brandt

IEEE Trans. Medical Imaging, 2012

Robust and accurate multi-view reconstruction by prioritized matching.

Markus Ylimäki, Juho Kannala, Jukka Holappa, Janne Heikkilä, Sami S. Brandt

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Bayesian Epipolar Geometry Estimation from Tomographic Projections.

Sami S. Brandt, Katrine Hommelhoff Jensen, François Lauze

Proceedings of the Computer Vision, 2012

2011

An Anatomically Oriented Breast Coordinate System for Mammogram Analysis.

Sami S. Brandt, Gopal Karemore, Nico Karssemeijer, Mads Nielsen

IEEE Trans. Medical Imaging, 2011

Prediction of growth based on shape analysis of atherosclerotic calcifications from lateral X-ray images.

Lene Lillemark, Sami S. Brandt

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Convex spatio-temporal segmentation of the endocardium in ultrasound data using distribution and shape priors.

Mattias Hansson, Ketut Fundana, Sami S. Brandt, Petri Gudmundsson

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

2010

A Bayesian Reconstruction Method with Marginalized Uncertainty Model for Camera Motion in Microrotation Imaging.

Danai Laksameethanasan, Sami S. Brandt

IEEE Trans. Biomed. Eng., 2010

Conditional Point Distribution Models.

Kersten Petersen, Mads Nielsen, Sami S. Brandt

Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2010

Patch-Based Generative Shape Model and MDL Model Selection for Statistical Analysis of Archipelagos.

Melanie Ganz, Mads Nielsen, Sami S. Brandt

Proceedings of the Machine Learning in Medical Imaging, First International Workshop, 2010

Quasi-dense Wide Baseline Matching for Three Views.

Pekka Koskenkorva, Juho Kannala, Sami S. Brandt

Proceedings of the 20th International Conference on Pattern Recognition, 2010

A Static SMC Sampler on Shapes for the Automated Segmentation of Aortic Calcifications.

Kersten Petersen, Mads Nielsen, Sami S. Brandt

Proceedings of the Computer Vision, 2010

2009

Dense and Deformable Motion Segmentation for Wide Baseline Images.

Juho Kannala, Esa Rahtu, Sami S. Brandt, Janne Heikkilä

Proceedings of the Image Analysis, 16th Scandinavian Conference, 2009

Evaluation of Cardiac Ultrasound Data by Bayesian Probability Maps.

Mattias Hansson, Sami S. Brandt, Petri Gudmundsson, Finn Lindgren

Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009

Uncalibrated non-rigid factorisation with automatic shape basis selection.

Sami S. Brandt, Pekka Koskenkorva, Juho Kannala, Anders Heyden

Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Dense iterative contextual pixel classification using Kriging.

Melanie Ganz, Marco Loog, Sami S. Brandt, Mads Nielsen

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

Dual distributions of multilinear geometric entities.

Sami S. Brandt

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008

Geometric Camera Calibration.

Juho Kannala, Janne Heikkilä, Sami S. Brandt

Proceedings of the Wiley Encyclopedia of Computer Science and Engineering, 2008

Measuring and modelling sewer pipes from video.

Juho Kannala, Sami S. Brandt, Janne Heikkilä

Mach. Vis. Appl., 2008

On the probabilistic epipolar geometry.

Sami S. Brandt

Image Vis. Comput., 2008

Self-calibration of Central Cameras from Point Correspondences by Minimizing Angular Error.

Juho Kannala, Sami S. Brandt, Janne Heikkilä

Proceedings of the Computer Vision and Computer Graphics. Theory and Applications, 2008

Self-Calibration of Central Cameras by Minimizing Angular Error.

Juho Kannala, Sami S. Brandt, Janne Heikkilä

Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

Epipolar geometry and log-polar transform in wide baseline stereo matching.

Kimmo Palander, Sami S. Brandt

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Consistent and efficient sampler for geometric computation.

Sami S. Brandt

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Object recognition and segmentation by non-rigid quasi-dense matching.

Juho Kannala, Esa Rahtu, Sami S. Brandt, Janne Heikkilä

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

Structure-From-Motion Without Correspondence From Tomographic Projections by Bayesian Inversion Theory.

Sami S. Brandt, Ville Kolehmainen

IEEE Trans. Medical Imaging, 2007

Quasi-Dense Wide Baseline Matching Using Match Propagation.

Juho Kannala, Sami S. Brandt

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006

A Generic Camera Model and Calibration Method for Conventional, Wide-Angle, and Fish-Eye Lenses.

Juho Kannala, Sami S. Brandt

IEEE Trans. Pattern Anal. Mach. Intell., 2006

Maximum Likelihood Robust Regression by Mixture Models.

Sami S. Brandt

J. Math. Imaging Vis., 2006

A three-dimensional Bayesian reconstruction method with the point spread function for micro-rotation sequences in wide-field microscopy.

Danai Laksameethanasan, Sami S. Brandt, Peter Engelhardt

Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Robust Alignment of Transmission Electron Microscope Tilt Series.

Sami S. Brandt, Ulrike Ziese

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Robust Factorisation with Uncertainty Ana.

Sami S. Brandt

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

2005

Conditional solutions for the affine reconstruction of <i>N</i>-views.

Sami S. Brandt

Image Vis. Comput., 2005

A Bayesian Approach for Affine Auto-calibration.

Sami S. Brandt, Kimmo Palander

Proceedings of the Image Analysis, 14th Scandinavian Conference, 2005

Measuring the Shape of Sewer Pipes from Video.

Juho Kannala, Sami S. Brandt

Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2005), 2005

2004

A Generic Camera Calibration Method for Fish-Eye Lenses.

Juho Kannala, Sami S. Brandt

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Motion Without Correspondence from Tomographic Projections by Bayesian Inversion Theory.

Sami S. Brandt, Ville Kolehmainen

Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

2002

Statistical Shape Features for Content-Based Image Retrieval.

Sami S. Brandt, Jorma Laaksonen, Erkki Oja

J. Math. Imaging Vis., 2002

On the Alignment of Transmission Electron Microscope Images without Fiducial Markers.

Sami S. Brandt, Jukka Heikkonen, Peter Engelhardt

Proceedings of the 16th International Conference on Pattern Recognition, 2002

2001

Multi-resolution matching of uncalibrated images utilizing epipolar geometry and its uncertainty.

Sami S. Brandt, Jukka Heikkonen

Proceedings of the 2001 International Conference on Image Processing, 2001

Optimal Method for the Affine F-Matrix and Its Uncertainty Estimation in the Sense of both Noise and Outliers.

Sami S. Brandt, Jukka Heikkonen

Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

2000

A Bayesian weighting principle for the fundamental matrix estimation.

Sami S. Brandt, Jukka Heikkonen

Pattern Recognit. Lett., 2000

A New Robust Bayesian Method for the Affine F-Matrix Estimation.

Sami S. Brandt, Jukka Heikkonen

Proceedings of the 5th International Fall Workshop on Vision Modeling and Visualization, 2000

A Fully Automatic Alignment of Electron Tomography Images without Fiducial Markers.

Sami S. Brandt, Jukka Heikkonen

Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2000), 2000