Sami S. Brandt

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 10

Top Topics

Diffusion Models

Weak Perspective

Top Venues

Medical Image Anal.

Publications

René Haas, Inbar Huberman-Spiegelglas, Rotem Mulayoff, Stella Graßhof, Sami S. Brandt, Tomer Michaeli
Discovering Interpretable Directions in the Semantic Latent Space of Diffusion Models. FG (2024)
Stella Graßhof, Mathias Bastholm, Sami S. Brandt
Neural Network-Based Human Motion Predictor and Smoother. SN Comput. Sci. 4 (6) (2023)
René Haas, Stella Graßhof, Sami S. Brandt
Controllable GAN Synthesis Using Non-Rigid Structure-from-Motion. CVPR Workshops (2023)
Mathias Bastholm, Stella Graßhof, Sami S. Brandt
Neural Network-based Human Motion Smoother. ICPRAM (2022)
René Haas, Stella Graßhof, Sami S. Brandt
Tensor-based Emotion Editing in the StyleGAN Latent Space. CoRR (2022)
René Haas, Stella Graßhof, Sami S. Brandt
Controllable GAN Synthesis Using Non-Rigid Structure-from-Motion. CoRR (2022)
René Haas, Stella Graßhof, Sami S. Brandt
Tensor-based Subspace Factorization for StyleGAN. FG (2021)
Sami S. Brandt, Hanno Ackermann
Non-Rigid Structure-From-Motion by Rank-One Basis Shapes. CoRR (2019)
Stella Grasshof, Hanno Ackermann, Felix Kuhnke, Jörn Ostermann, Sami S. Brandt
Projective structure from facial motion. MVA (2017)
Stella Graßhof, Hanno Ackermann, Sami S. Brandt, Jörn Ostermann
Apathy Is the Root of All Expressions. FG (2017)
Mattias Hansson, Alexandru Enescu, Sami S. Brandt
Knot detection in X-ray images of wood planks using dictionary learning. MVA (2015)
Markus Ylimäki, Juho Kannala, Jukka Holappa, Sami S. Brandt, Janne Heikkilä
Fast and accurate multi-view reconstruction by multi-stage prioritised matching. IET Comput. Vis. 9 (4) (2015)
Mattias Hansson, Sami S. Brandt, Johan Lindström, Petri Gudmundsson, Amra Jujic, Andreas Malmgren, Yuanji Cheng
Segmentation of B-mode cardiac ultrasound data by Bayesian Probability Maps. Medical Image Anal. 18 (7) (2014)
Sami S. Brandt, Katrine Hommelhoff Jensen, François Lauze
Bayesian Epipolar Geometry Estimation from Tomographic Projections. ACCV (4) (2012)
Markus Ylimäki, Juho Kannala, Jukka Holappa, Janne Heikkilä, Sami S. Brandt
Robust and accurate multi-view reconstruction by prioritized matching. ICPR (2012)
Kersten Petersen, Melanie Ganz, Peter Mysling, Mads Nielsen, Lene Lillemark, Alessandro Crimi, Sami S. Brandt
A Bayesian Framework for Automated Cardiovascular Risk Scoring on Standard Lumbar Radiographs. IEEE Trans. Medical Imaging 31 (3) (2012)
Mattias Hansson, Ketut Fundana, Sami S. Brandt, Petri Gudmundsson
Convex spatio-temporal segmentation of the endocardium in ultrasound data using distribution and shape priors. ISBI (2011)
Sami S. Brandt, Gopal Karemore, Nico Karssemeijer, Mads Nielsen
An Anatomically Oriented Breast Coordinate System for Mammogram Analysis. IEEE Trans. Medical Imaging 30 (10) (2011)
Lene Lillemark, Sami S. Brandt
Prediction of growth based on shape analysis of atherosclerotic calcifications from lateral X-ray images. ISBI (2011)
Pekka Koskenkorva, Juho Kannala, Sami S. Brandt
Quasi-dense Wide Baseline Matching for Three Views. ICPR (2010)
Kersten Petersen, Mads Nielsen, Sami S. Brandt
A Static SMC Sampler on Shapes for the Automated Segmentation of Aortic Calcifications. ECCV (4) (2010)
Kersten Petersen, Mads Nielsen, Sami S. Brandt
Conditional Point Distribution Models. MCV (2010)
Melanie Ganz, Mads Nielsen, Sami S. Brandt
Patch-Based Generative Shape Model and MDL Model Selection for Statistical Analysis of Archipelagos. MLMI (2010)
Danai Laksameethanasan, Sami S. Brandt
A Bayesian Reconstruction Method with Marginalized Uncertainty Model for Camera Motion in Microrotation Imaging. IEEE Trans. Biomed. Eng. 57 (7) (2010)
Melanie Ganz, Marco Loog, Sami S. Brandt, Mads Nielsen
Dense iterative contextual pixel classification using Kriging. CVPR Workshops (2009)
Mattias Hansson, Sami S. Brandt, Petri Gudmundsson, Finn Lindgren
Evaluation of Cardiac Ultrasound Data by Bayesian Probability Maps. ISVC (2) (2009)
Sami S. Brandt
Dual distributions of multilinear geometric entities. CVPR (2009)
Juho Kannala, Esa Rahtu, Sami S. Brandt, Janne Heikkilä
Dense and Deformable Motion Segmentation for Wide Baseline Images. SCIA (2009)
Sami S. Brandt, Pekka Koskenkorva, Juho Kannala, Anders Heyden
Uncalibrated non-rigid factorisation with automatic shape basis selection. ICCV Workshops (2009)
Juho Kannala, Sami S. Brandt, Janne Heikkilä
Measuring and modelling sewer pipes from video. Mach. Vis. Appl. 19 (2) (2008)
Kimmo Palander, Sami S. Brandt
Epipolar geometry and log-polar transform in wide baseline stereo matching. ICPR (2008)
Juho Kannala, Sami S. Brandt, Janne Heikkilä
Self-Calibration of Central Cameras by Minimizing Angular Error. VISAPP (1) (2008)
Juho Kannala, Sami S. Brandt, Janne Heikkilä
Self-calibration of Central Cameras from Point Correspondences by Minimizing Angular Error. VISIGRAPP (Selected Papers) (2008)
Juho Kannala, Esa Rahtu, Sami S. Brandt, Janne Heikkilä
Object recognition and segmentation by non-rigid quasi-dense matching. CVPR (2008)
Sami S. Brandt
On the probabilistic epipolar geometry. Image Vis. Comput. 26 (3) (2008)
Sami S. Brandt
Consistent and efficient sampler for geometric computation. ICPR (2008)
Juho Kannala, Sami S. Brandt
Quasi-Dense Wide Baseline Matching Using Match Propagation. CVPR (2007)
Sami S. Brandt, Ville Kolehmainen
Structure-From-Motion Without Correspondence From Tomographic Projections by Bayesian Inversion Theory. IEEE Trans. Medical Imaging 26 (2) (2007)
Juho Kannala, Sami S. Brandt
A Generic Camera Model and Calibration Method for Conventional, Wide-Angle, and Fish-Eye Lenses. IEEE Trans. Pattern Anal. Mach. Intell. 28 (8) (2006)
Danai Laksameethanasan, Sami S. Brandt, Peter Engelhardt
A three-dimensional Bayesian reconstruction method with the point spread function for micro-rotation sequences in wide-field microscopy. ISBI (2006)
Sami S. Brandt
Maximum Likelihood Robust Regression by Mixture Models. J. Math. Imaging Vis. 25 (1) (2006)
Sami S. Brandt, Ulrike Ziese
Robust Alignment of Transmission Electron Microscope Tilt Series. ICPR (4) (2006)
Sami S. Brandt
Robust Factorisation with Uncertainty Ana. ICPR (1) (2006)
Sami S. Brandt, Kimmo Palander
A Bayesian Approach for Affine Auto-calibration. SCIA (2005)
Juho Kannala, Sami S. Brandt
Measuring the Shape of Sewer Pipes from Video. MVA (2005)
Sami S. Brandt
-views. Image Vis. Comput. 23 (7) (2005)
Sami S. Brandt, Ville Kolehmainen
Motion Without Correspondence from Tomographic Projections by Bayesian Inversion Theory. CVPR (1) (2004)
Sami S. Brandt
On the Probabilistic Epipolar Geometry. BMVC (2004)
Juho Kannala, Sami S. Brandt
A Generic Camera Calibration Method for Fish-Eye Lenses. ICPR (1) (2004)
Sami S. Brandt, Jorma Laaksonen, Erkki Oja
Statistical Shape Features for Content-Based Image Retrieval. J. Math. Imaging Vis. 17 (2) (2002)
Sami S. Brandt, Jukka Heikkonen, Peter Engelhardt
On the Alignment of Transmission Electron Microscope Images without Fiducial Markers. ICPR (2) (2002)
Sami S. Brandt, Jukka Heikkonen
Optimal Method for the Affine F-Matrix and Its Uncertainty Estimation in the Sense of both Noise and Outliers. ICCV (2001)
Sami S. Brandt, Jukka Heikkonen
Multi-resolution matching of uncalibrated images utilizing epipolar geometry and its uncertainty. ICIP (2) (2001)
Sami S. Brandt, Jukka Heikkonen
A New Robust Bayesian Method for the Affine F-Matrix Estimation. VMV (2000)
Sami S. Brandt, Jorma Laaksonen, Erkki Oja
Statistical Shape Features in Content-Based Image Retrieval. ICPR (2000)
Sami S. Brandt, Jukka Heikkonen
A Fully Automatic Alignment of Electron Tomography Images without Fiducial Markers. MVA (2000)
Sami S. Brandt, Jukka Heikkonen
A Bayesian weighting principle for the fundamental matrix estimation. Pattern Recognit. Lett. 21 (12) (2000)