Hans Knutsson

Orcid: 0000-0002-9091-4724

According to our database1, Hans Knutsson authored at least 131 papers between 1982 and 2020.

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

Timeline

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Bibliography

2020
Anatomically Informed Bayesian Spatial Priors for FMRI Analysis.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019
Using the Wild Bootstrap to Quantify Uncertainty in Mean Apparent Propagator MRI.
Frontiers Neuroinformatics, 2019

Generating Diffusion MRI Scalar Maps from T1 Weighted Images Using Generative Adversarial Networks.
Proceedings of the Image Analysis - 21st Scandinavian Conference, 2019

2018
Bayesian uncertainty quantification in linear models for diffusion MRI.
NeuroImage, 2018

Generating Diffusion MRI scalar maps from T1 weighted images using generative adversarial networks.
CoRR, 2018

2017
Multi-fiber Estimation and Tractography for Diffusion MRI using mixture of Non-central Wishart Distributions.
Proceedings of the VCBM 17: Eurographics Workshop on Visual Computing for Biology and Medicine, 2017

Gaussian process regression can turn non-uniform and undersampled diffusion MRI data into diffusion spectrum imaging.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Surface and curve skeleton from a structure tensor analysis applied on mastoid air cells in human temporal bones.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Bayesian Diffusion Tensor Estimation with Spatial Priors.
Proceedings of the Computer Analysis of Images and Patterns, 2017

2016
Q-space trajectory imaging for multidimensional diffusion MRI of the human brain.
NeuroImage, 2016

Enhancement of micro-channels within the human mastoid bone based on local structure tensor analysis.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016

2015
An Iterated Complex Matrix Approach for Simulation and Analysis of Diffusion MRI Processes.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Empirically investigating the statistical validity of SPM, FSL and AFNI for single subject fMRI analysis.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Structural analysis of micro-channels in human temporal bone.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Motion Field Regularization for Sliding Objects Using Global Linear Optimization.
Proceedings of the ICPRAM 2015, 2015

2014
Eigenspine: Computing the correlation between measures describing vertebral pose for patients with adolescent idiopathic scoliosis.
Comput. Medical Imaging Graph., 2014

Towards Clinical Deployment of Automated Anatomical Regions-Of-Interest.
Proceedings of the Eurographics Workshop on Visual Computing for Biology and Medicine, 2014

Measurement Tensors in Diffusion MRI: Generalizing the Concept of Diffusion Encoding.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

From Expected Propagator Distribution to Optimal Q-space Sample Metric.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Skull Segmentation in MRI by a Support Vector Machine Combining Local and Global Features.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Monomial Phase: A Matrix Representation of Local Phase.
Proceedings of the Visualization and Processing of Tensors and Higher Order Descriptors for Multi-Valued Data, 2014

2013
Towards Data Centric Sampling for Volume Rendering.
Proceedings of SIGRAD 2013, Visual Computing, June 13-14, 2013, Norrköping, Sweden, 2013

Adaptive Spatio-temporal Filtering of 4D CT-Heart.
Proceedings of the Image Analysis, 18th Scandinavian Conference, 2013

Tensor Metrics and Charged Containers for 3D Q-space Sample Distribution.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

2012
Does parametric fMRI analysis with SPM yield valid results? - An empirical study of 1484 rest datasets.
NeuroImage, 2012

fMRI analysis on the GPU - Possibilities and challenges.
Comput. Methods Programs Biomed., 2012

Multi-modal Image Registration Using Polynomial Expansion and Mutual Information.
Proceedings of the Biomedical Image Registration - 5th International Workshop, 2012

Globally optimal displacement fields using local tensor metric.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

A functional connectivity inspired approach to non-local fMRI analysis.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Non-rigid Diffeomorphic Image Registration of Medical Images Using Polynomial Expansion.
Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012

2011
Fast Random Permutation Tests Enable Objective Evaluation of Methods for Single-Subject fMRI Analysis.
Int. J. Biomed. Imaging, 2011

True 4D Image Denoising on the GPU.
Int. J. Biomed. Imaging, 2011

Representing Local Structure Using Tensors II.
Proceedings of the Image Analysis - 17th Scandinavian Conference, 2011

Model-Based Transfer Functions for Efficient Visualization of Medical Image Volumes.
Proceedings of the Image Analysis - 17th Scandinavian Conference, 2011

Using the Local Phase of the Magnitude of the Local Structure Tensor for Image Registration.
Proceedings of the Image Analysis - 17th Scandinavian Conference, 2011

Improving Registration Using Multi-channel Diffeomorphic Demons Combined with Certainty Maps.
Proceedings of the Multimodal Brain Image Analysis, First International Workshop, 2011

A GPU accelerated interactive interface for exploratory functional connectivity analysis of FMRI data.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2010
Concurrent Volume Visualization of Real-Time fMRI.
Proceedings of the 8th IEEE VGTC / Eurographics International Symposium on Volume Graphics, 2010

Phase-based non-rigid registration of myocardial perfusion MRI image sequences.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Non-ring Filters for Robust Detection of Linear Structures.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Parallel Scales for More Accurate Displacement Estimation in Phase-Based Image Registration.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

A Brain Computer Interface for Communication Using Real-Time fMRI.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Adaptive anisotropic regularization of deformation fields for non-rigid registration using the morphon framework.
Proceedings of the IEEE International Conference on Acoustics, 2010

Phase based volume registration using cuda.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
DT-MRI Connectivity and/or Tractography?: Two New Algorithms.
Proceedings of the Tensors in Image Processing and Computer Vision, 2009

T-flash: Tensor Visualization in Medical Studio.
Proceedings of the Tensors in Image Processing and Computer Vision, 2009

On Geometric Transformations of Local Structure Tensors.
Proceedings of the Tensors in Image Processing and Computer Vision, 2009

A Review of Tensors and Tensor Signal Processing.
Proceedings of the Tensors in Image Processing and Computer Vision, 2009

Similar Tensor Arrays - A Framework for Storage of Tensor Array Data.
Proceedings of the Tensors in Image Processing and Computer Vision, 2009

Using Real-Time fMRI to Control a Dynamical System by Brain Activity Classification.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

2008
Simulation of Patient Specific Cervical Hip Fracture Surgery With a Volume Haptic Interface.
IEEE Trans. Biomed. Eng., 2008

Bilateral Filtering of fMRI Data.
IEEE J. Sel. Top. Signal Process., 2008

Robust correlation analysis with an application to functional MRI.
Proceedings of the IEEE International Conference on Acoustics, 2008

Enabling bio-feedback using real-time fMRI.
Proceedings of the 47th IEEE Conference on Decision and Control, 2008

Direct Weight Optimization applied to discontinuous functions.
Proceedings of the 47th IEEE Conference on Decision and Control, 2008

2007
Prediction from off-grid samples using continuous normalized convolution.
Signal Process., 2007

Estimation of Non-Cartesian Local Structure Tensor Fields.
Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007

3D Deformable Registration for Monitoring Radiotherapy Treatment in Prostate Cancer.
Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007

Representing Pairs of Orientations in the Plane.
Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007

Using Importance Sampling for Bayesian Feature Space Filtering.
Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007

Improving Temporal Fidelity in <i>k-t </i> BLAST MRI Reconstruction.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Phase Sensitive Reconstruction for Water/Fat Separation in MR Imaging Using Inverse Gradient.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Efficient Computation of the Inverse Gradient on Irregular Domains.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Intrinsic and Extrinsic Means on the Circle - A Maximum Likelihood Interpretation.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
On rotational invariance in adaptive spatial filtering of fMRI data.
NeuroImage, 2006

The alpha -histogram: Using Spatial Coherence to Enhance Histograms and Transfer Function Design.
Proceedings of the 8th Joint Eurographics - IEEE VGTC Symposium on Visualization, 2006

Efficient 3-D adaptive filtering for medical image enhancement.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Automatic Hip Bone Segmentation Using Non-Rigid Registration.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Rotational Invariance in Adaptive fMRI Data Analysis.
Proceedings of the International Conference on Image Processing, 2006

Non-Rigid Registration for Automatic Fracture Segmentation.
Proceedings of the International Conference on Image Processing, 2006

Adaptive Filtering of FMRI Data Based on Correlation and Bold Response Similarity.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Tensor Field Regularization using Normalized Convolution and Markov Random Fields in a Bayesian Framework.
Proceedings of the Visualization and Processing of Tensor Fields, 2006

2005
Implications of invariance and uncertainty for local structure analysis filter sets.
Signal Process. Image Commun., 2005

Non-rigid Registration Using Morphons.
Proceedings of the Image Analysis, 14th Scandinavian Conference, 2005

A Graph Representation of Filter Networks.
Proceedings of the Image Analysis, 14th Scandinavian Conference, 2005

Morphons: Paint on Priors and Elastic Canvas for Segmentation and Registration.
Proceedings of the Image Analysis, 14th Scandinavian Conference, 2005

Fast Manifold Learning Based on Riemannian Normal Coordinates.
Proceedings of the Image Analysis, 14th Scandinavian Conference, 2005

Filter networks for efficient estimation of local 3-D structure.
Proceedings of the 2005 International Conference on Image Processing, 2005

Morphons: segmentation using elastic canvas and paint on priors.
Proceedings of the 2005 International Conference on Image Processing, 2005

Interactive 3D filter design for ultrasound artifact reduction.
Proceedings of the 2005 International Conference on Image Processing, 2005

A tensor-like representation for averaging, filtering and interpolation of 3-D object orientation data.
Proceedings of the 2005 International Conference on Image Processing, 2005

Design of Fast Multidimensional Filters Using Genetic Algorithms.
Proceedings of the Applications of Evolutionary Computing, 2005

2004
Detection and detrending in fMRI data analysis.
NeuroImage, 2004

Clustering Fiber Traces Using Normalized Cuts.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

A Bayesian Approach to Image Restoration.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Dimensionality and Degrees of Freedom in fMRI Data Analysis - A Comparative Study.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Motion Artifact Reduction in MRI through Generalized DFT.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

2003
Motion compensation using backward prediction and prediction refinement.
Signal Process. Image Commun., 2003

Adaptive analysis of fMRI data.
NeuroImage, 2003

Loglets: Generalized Quadrature and Phase for Local Spatio-Temporal Structure Estimation.
Proceedings of the Image Analysis, 13th Scandinavian Conference, 2003

3D Wiener Filtering to Reduce Reverberations in Ultrasound Image Sequences.
Proceedings of the Image Analysis, 13th Scandinavian Conference, 2003

What's so good about quadrature filters?
Proceedings of the 2003 International Conference on Image Processing, 2003

Transformation of local spatio-temporal structure tensor fields.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Tensor Field Regularization Using Normalized Convolution.
Proceedings of the Computer Aided Systems Theory, 2003

Coloring of DT-MRI Fiber Traces Using Laplacian Eigenmaps.
Proceedings of the Computer Aided Systems Theory, 2003

2002
Phase-Based Multidimensional Volume Registration.
IEEE Trans. Medical Imaging, 2002

Detection of Neural Activity in fMRI Using Maximum Correlation Modeling.
NeuroImage, 2002

Exploratory fMRI Analysis by Autocorrelation Maximization.
NeuroImage, 2002

Recognizing Emphysema- A Neural Network Approach.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Continuous normalized convolution.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

2001
Canonical correlation analysis in early vision processing.
Proceedings of the 9th European Symposium on Artificial Neural Networks, 2001

2000
Automated Generation of Representations in Vision.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Detecting Rotational Symmetries Using Normalized Convolution.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

FSED - Feature Selective Edge Detection.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999
Filter Networks.
Proceedings of the Signal and Image Processing (SIP), 1999

Motion-compensated digital subraction angiography.
Proceedings of the Medical Imaging 1999: Image Processing, 1999

Learning Visual Operators from Examples: A New Paradigm in Image Processing.
Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999

Phase-based image motion estimation and registration.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998
Depth segmentation and occluded scene reconstruction using ego-motion.
Proceedings of the Visual Information Processing VII, Orlando, FL, USA, April 13, 1998, 1998

Learning multidimensional signal processing.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

1997
Using Local 3D Structure for Segmentation of Bone from Computer Tomography Images.
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997

1996
Attention Control for Robot Vision.
Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96), 1996

1995
Signal processing for computer vision.
Kluwer, ISBN: 978-0-7923-9530-0, 1995

1994
Issues in robot vision.
Image Vis. Comput., 1994

Processing incomplete and uncertain data using subspace methods.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

Estimation of Motion Vector Fields using Tensor Field Filtering.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

Representation and Learning of Invariance.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

Local Multiscale Frequency and Bandwidth Estimation.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

On the equivalence of normalized convolution and normalized differential convolution.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

Robust N-dimensional orientation estimation using quadrature filters and tensor whitening.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

1993
Normalized and differential convolution.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1993

1992
A framework for anisotropic adaptive filtering and analysis of image sequences and volumes.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

The Möbius Strip Parameterization for Line Extraction.
Proceedings of the Computer Vision, 1992

Multiresolution Estimation of 2-D Disparity Using a Frequency Domain Approach.
Proceedings of the British Machine Vision Conference, 1992

1990
Compact associative representation of visual information.
Proceedings of the 10th IAPR International Conference on Pattern Recognition, 1990

Estimation of Curvature in 3D Images Using Tensor Field Filtering.
Proceedings of the Computer Vision, 1990

1988
Uncertainty and inference in the visual system.
IEEE Trans. Syst. Man Cybern., 1988

1983
Anisotropic Nonstationary Image Estimation and Its Applications: Part II-Predictive Image Coding.
IEEE Trans. Commun., 1983

Anisotropic Nonstationary Image Estimation and Its Applications: Part I-Restoration of Noisy Images.
IEEE Trans. Commun., 1983

1982
Image coding using a predictor controlled by image content.
Proceedings of the IEEE International Conference on Acoustics, 1982

Hierarchical processing of structural information in artificial intelligence.
Proceedings of the IEEE International Conference on Acoustics, 1982


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