K. S. Pedersen

Most-cited papers

Unscented Kalman Filtering on Riemannian Manifolds
Søren Hauberg, F. Lauze, K. S. Pedersen
2013Journal of Mathematical Imaging and Vision116 citations
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Big Universe, Big Data: Machine Learning and Image Analysis for Astronomy
Jan Kremer, Kristoffer Stensbo-Smidt, F. Gieseke, K. S. Pedersen +1 more
2017IEEE Intelligent Systems86 citations Open access
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Finding the Best Feature Detector-Descriptor Combination
A. Dahl, H. Aanæs, K. S. Pedersen
2011International Conference on 3D Imaging, Modeling, Processing, Visualization & Transmission52 citations
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A Comparative Study of Interest Point Performance on a Unique Data Set
H. Aanæs, A. Dahl, K. S. Pedersen
201149 citations
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Gaussian-Like Spatial Priors for Articulated Tracking
Søren Hauberg, Stefan Sommer, K. S. Pedersen
2010European Conference on Computer Vision34 citations Open access
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Toward a Full Probability Model of Edges in Natural Images
K. S. Pedersen, Ann B. Lee
2002European Conference on Computer Vision25 citations Open access
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Natural metrics and least-committed priors for articulated tracking
Søren Hauberg, Stefan Sommer, K. S. Pedersen
2012Image and Vision Computing24 citations Open access
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Unscented Kalman Filtering for Articulated Human Tracking
Anders Boesen Lindbo Larsen, Søren Hauberg, K. S. Pedersen
2011Scandinavian Conference on Image Analysis24 citations
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The Complex Statistics of High-Contrast Patches in Natural Images
Ann B. Lee, K. S. Pedersen, D. Mumford
200124 citations
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Nearest neighbor density ratio estimation for large-scale applications in astronomy
Jan Kremer, F. Gieseke, K. S. Pedersen, C. Igel
2015Astronomy and Computing23 citations Open access
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Jet-Based Local Image Descriptors
Anders Boesen Lindbo Larsen, S. Darkner, A. Dahl, K. S. Pedersen
2012European Conference on Computer Vision21 citations Open access
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Predicting Articulated Human Motion from Spatial Processes
Søren Hauberg, K. S. Pedersen
2011International Journal of Computer Vision21 citations
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Properties of Brownian Image Models in Scale-Space
K. S. Pedersen
2003Scale-Space20 citations
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Nearest neighbour regression outperforms model-based prediction of specific star formation rate
Kristoffer Stensbo-Smidt, C. Igel, A. Zirm, K. S. Pedersen
2013BigData Congress [Services Society]18 citations
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Deep Learning for Detection of Railway Signs and Signals
G. Karagiannis, S. Olsen, K. S. Pedersen
2019Computer Vision Conference17 citations
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Hyperspectral imaging for classification of bulk grain samples with deep convolutional neural networks
E. Dreier, K. Sørensen, Toke Lund-Hansen, B. M. Jespersen +1 more
2022Journal of Near Infrared Spectroscopy15 citations
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Computing Optic Flow by Scale-Space Integration of Normal Flow
K. S. Pedersen, Mads Nielsen
2001Scale-Space14 citations
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The Hausdorff Dimension and Scale-Space Normalization of Natural Images
K. S. Pedersen, Mads Nielsen
2000Journal of Visual Communication and Image Representation14 citations
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The Hausdorff Dimension and Scale-Space Normalisation of Natural Images
K. S. Pedersen, Mads Nielsen
1999Scale-Space12 citations
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Stick It! Articulated Tracking Using Spatial Rigid Object Priors
Søren Hauberg, K. S. Pedersen
2010Asian Conference on Computer Vision11 citations
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Three Dimensional Monocular Human Motion Analysis in End-Effector Space
Søren Hauberg, Jérôe Lapuyade, Morten Engell-Nørregård, Kenny Erleben +1 more
2009Energy Minimization Methods in Computer Vision and Pattern Recognition11 citations Open access
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Jet based feature classification
M. Lillholm, K. S. Pedersen
2004Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004.11 citations
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Statistics of Natural Image Geometry
K. S. Pedersen
200311 citations
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A cross-center smoothness prior for variational Bayesian brain tissue segmentation
Wouter M. Kouw, S. Ørting, J. Petersen, K. S. Pedersen +1 more
2019Information Processing in Medical Imaging10 citations Open access
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On Recall Rate of Interest Point Detectors
H. Aanæs, Anders L. Dahl, K. S. Pedersen
201010 citations
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Image Inpainting by Cooling and Heating
D. Gustavsson, K. S. Pedersen, Mads Nielsen
2007Scandinavian Conference on Image Analysis9 citations
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Absolute and Relative Pose Estimation in Refractive Multi View
Xiao Hu, F. Lauze, K. S. Pedersen, J. Mélou
20212021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)8 citations Open access
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Discovery of an overdensity of faint red galaxies in the vicinity of the z= 1.786 radio galaxy 3C 294★
S. Toft, K. S. Pedersen, H. Ebeling, J. Hjorth
20038 citations Open access
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A Scale Invariant Covariance Structure on Jet Space
B. Markussen, K. S. Pedersen, M. Loog
2005Deep Structure, Singularities, and Computer Vision7 citations
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Refractive Pose Refinement
Xiao Hu, F. Lauze, K. S. Pedersen
2023International Journal of Computer Vision6 citations Open access
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Maximum Likely Scale Estimation
M. Loog, K. S. Pedersen, B. Markussen
2005Deep Structure, Singularities, and Computer Vision6 citations
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Rove-Tree-11: The Not-so-Wild Rover a Hierarchically Structured Image Dataset for Deep Metric Learning Research
R. Hunt, K. S. Pedersen
2022Asian Conference on Computer Vision5 citations Open access
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Second Order Structure of Scale-Space Measurements
B. Markussen, K. S. Pedersen, M. Loog
2008Journal of Mathematical Imaging and Vision5 citations Open access
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Salient Point and Scale Detection by Minimum Likelihood
K. S. Pedersen, M. Loog, P. Dorst
2007Gaussian Processes in Practice5 citations
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On alpha Kernels, Lévy Processes, and Natural Image Statistics
K. S. Pedersen, R. Duits, Mads Nielsen
2005Scale-Space5 citations
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Brownian Images : A Generic Background Model
K. S. Pedersen, M. Lillholm
20045 citations
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Simple, Fast and Accurate Photometric Estimation of Specific Star Formation Rate
Kristoffer Stensbo-Smidt, F. Gieseke, C. Igel, A. Zirm +1 more
20154 citations
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Unscented Kalman Filtering on Riemannian Manifolds
Søren Hauberg, F. Lauze, K. S. Pedersen
2012Journal of Mathematical Imaging and Vision4 citations
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Articulated Motion and Deformable Objects
Søren Hauberg, K. S. Pedersen
2012Lecture Notes in Computer Science4 citations Open access
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An Empirical Study on the Performance of Spectral Manifold Learning Techniques
P. Mysling, Søren Hauberg, K. S. Pedersen
2011International Conference on Artificial Neural Networks4 citations
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Field of Particle Filters for Image Inpainting
A. Cuzol, K. S. Pedersen, Mads Nielsen
2008Journal of Mathematical Imaging and Vision4 citations
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Detecting Interlaced or Progressive Source of Video
S. Keller, K. S. Pedersen, F. Lauze
2005IEEE Workshop on Multimedia Signal Processing4 citations
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On α Kernels , Lévy Processes , and Natural Image Statistics
K. S. Pedersen, R. Duits, Mads Nielsen
4 citations
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On the nonlinear statistics of range image patches
Ann B. Lee, K. S. Pedersen, D. Mumford
20093 citations
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MIPLS2: Exploiting PLS2 to impute missing values in a two-block system with multiple response variables.
A. Tashk, K. Sørensen, S. B. Engelsen, K. S. Pedersen +1 more
2025Analytica Chimica Acta2 citations Open access
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Data-Driven Importance Distributions for Articulated Tracking
Søren Hauberg, K. S. Pedersen
2011Energy Minimization Methods in Computer Vision and Pattern Recognition2 citations
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Generic Maximum Likely Scale Selection
K. S. Pedersen, M. Loog, B. Markussen
2007Scale Space and Variational Methods in Computer Vision2 citations
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Learning Models of Activities Involving Interacting Objects
C. Manfredotti, K. S. Pedersen, Howard J. Hamilton, Sandra Zilles
2013International Symposium on Intelligent Data Analysis1 citations Open access
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Interactive Inverse Kinematics for Human Motion Estimation
Morten Engell-Nørregård, Søren Hauberg, Jérôe Lapuyade, Kenny Erleben +1 more
2009Workshop on Virtual Reality Interactions and Physical Simulations1 citations
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On the Rate of Structural Change in Scale Spaces
D. Gustavsson, K. S. Pedersen, F. Lauze, Mads Nielsen
2009Scale Space and Variational Methods in Computer Vision1 citations
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