Hierarchical processing of structural information in artificial intelligence. - Gösta H. Granlund; Hans Knutsson (ICASSP, 1982)

Image coding using a predictor controlled by image content. - Roland Wilson; Hans Knutsson; Gösta H. Granlund (ICASSP, 1982)

Anisotropic Nonstationary Image Estimation and Its Applications: Part I-Restoration of Noisy Images. - Hans Knutsson; Roland Wilson; Gösta H. Granlund (IEEE Trans. Commun., 1983)

Anisotropic Nonstationary Image Estimation and Its Applications: Part II-Predictive Image Coding. - Roland Wilson; Hans Knutsson; Gösta H. Granlund (IEEE Trans. Commun., 1983)

Uncertainty and inference in the visual system. - Roland Wilson; Hans Knutsson (IEEE Trans. Syst. Man Cybern., 1988)

Estimation of Curvature in 3D Images Using Tensor Field Filtering. - Håkan Bårman; Gösta H. Granlund; Hans Knutsson (ECCV, 1990)

Compact associative representation of visual information. - Gösta H. Granlund; Hans Knutsson (ICPR (2), 1990)

Multiresolution Estimation of 2-D Disparity Using a Frequency Domain Approach. - Andrew D. Calway; Hans Knutsson; Roland Wilson (BMVC, 1992)

The Möbius Strip Parameterization for Line Extraction. - Carl-Fredrik Westin; Hans Knutsson (ECCV, 1992)

A framework for anisotropic adaptive filtering and analysis of image sequences and volumes. - Hans Knutsson; Leif Haglund; Håkan Bårman; Gösta H. Granlund (ICASSP, 1992)

Normalized and differential convolution. - Hans Knutsson; Carl-Fredrik Westin (CVPR, 1993)

Robust N-dimensional orientation estimation using quadrature filters and tensor whitening. - Hans Knutsson; Hans Andersson (ICASSP (5), 1994)

On the equivalence of normalized convolution and normalized differential convolution. - Carl-Fredrik Westin; Klas Nordberg; Hans Knutsson (ICASSP (5), 1994)

Local Multiscale Frequency and Bandwidth Estimation. - Hans Knutsson; Carl-Fredrik Westin; Gösta H. Granlund (ICIP (1), 1994)

Representation and Learning of Invariance. - Klas Nordberg; Gösta H. Granlund; Hans Knutsson (ICIP (2), 1994)

Estimation of Motion Vector Fields using Tensor Field Filtering. - Carl-Fredrik Westin; Hans Knutsson (ICIP (2), 1994)

Processing incomplete and uncertain data using subspace methods. - Carl-Fredrik Westin; Hans Knutsson (ICPR (3), 1994)

Issues in robot vision. - Gösta H. Granlund; Hans Knutsson; Carl-Johan Westelius; Johan Wiklund (Image Vis. Comput., 1994)

Signal processing for computer vision. - Gösta H. Granlund; Hans Knutsson (Kluwer, 1995)

Attention Control for Robot Vision. - Carl-Fredrik Westin; Carl-Johan Westelius; Hans Knutsson; Gösta H. Granlund (CVPR, 1996)

Using Local 3D Structure for Segmentation of Bone from Computer Tomography Images. - Carl-Fredrik Westin; Abhir Bhalerao; Ron Kikinis; Hans Knutsson (CVPR, 1997)

Learning multidimensional signal processing. - Hans Knutsson; Magnus Borga; Tomas Landelius (ICPR, 1998)

Depth segmentation and occluded scene reconstruction using ego-motion. - Morgan Ulvklo; Hans Knutsson; Gösta H. Granlund (Visual Information Processing, 1998)

Phase-based image motion estimation and registration. - Magnus Hemmendorff; Mats T. Andersson; Hans Knutsson (ICASSP, 1999)

Learning Visual Operators from Examples: A New Paradigm in Image Processing. - Hans Knutsson; Magnus Borga (ICIAP, 1999)

Motion-compensated digital subraction angiography. - Magnus Hemmendorff; Hans Knutsson; Mats T. Andersson; Torbjörn Kronander (Image Processing, 1999)

Filter Networks. - Mats T. Andersson; Johan Wiklund; Hans Knutsson (SIP, 1999)

FSED - Feature Selective Edge Detection. - Magnus Borga; Helge Malmgren; Hans Knutsson (ICPR, 2000)

Detecting Rotational Symmetries Using Normalized Convolution. - Björn Johansson 002; Hans Knutsson; Gösta H. Granlund (ICPR, 2000)

Automated Generation of Representations in Vision. - Hans Knutsson; Mats T. Andersson; Magnus Borga; Johan Wiklund (ICPR, 2000)

Canonical correlation analysis in early vision processing. - Magnus Borga; Hans Knutsson (ESANN, 2001)

Continuous normalized convolution. - Kenneth Andersson; Hans Knutsson (ICME (1), 2002)

Recognizing Emphysema- A Neural Network Approach. - Ola Friman; Magnus Borga; Mikael Lundberg; Ulf Tylén; Hans Knutsson (ICPR (1), 2002)

Exploratory fMRI Analysis by Autocorrelation Maximization. - Ola Friman; Magnus Borga; Peter Lundberg; Hans Knutsson (NeuroImage, 2002)

Detection of Neural Activity in fMRI Using Maximum Correlation Modeling. - Ola Friman; Magnus Borga; Peter Lundberg; Hans Knutsson (NeuroImage, 2002)

Phase-Based Multidimensional Volume Registration. - Magnus Hemmendorff; Mats T. Andersson; Torbjörn Kronander; Hans Knutsson (IEEE Trans. Medical Imaging, 2002)

Coloring of DT-MRI Fiber Traces Using Laplacian Eigenmaps. - Anders Brun; Hae-Jeong Park; Hans Knutsson; Carl-Fredrik Westin (EUROCAST, 2003)

Tensor Field Regularization Using Normalized Convolution. - Carl-Fredrik Westin; Hans Knutsson (EUROCAST, 2003)

Transformation of local spatio-temporal structure tensor fields. - Mats T. Andersson; Hans Knutsson (ICASSP (3), 2003)

What's so good about quadrature filters? - Hans Knutsson; Mats T. Andersson (ICIP (3), 2003)

3D Wiener Filtering to Reduce Reverberations in Ultrasound Image Sequences. - Nina Eriksson Bylund; Marcus Ressner; Hans Knutsson (SCIA, 2003)

Loglets: Generalized Quadrature and Phase for Local Spatio-Temporal Structure Estimation. - Hans Knutsson; Mats T. Andersson (SCIA, 2003)

Adaptive analysis of fMRI data. - Ola Friman; Magnus Borga; Peter Lundberg; Hans Knutsson (NeuroImage, 2003)

Motion compensation using backward prediction and prediction refinement. - Kenneth Andersson; Mats T. Andersson; Peter Johansson; Robert Forchheimer; Hans Knutsson (Signal Process. Image Commun., 2003)

Motion Artifact Reduction in MRI through Generalized DFT. - Hans Knutsson; Mats T. Andersson; Magnus Borga; Lars Wigström; Andreas Sigfridsson (ISBI, 2004)

Dimensionality and Degrees of Freedom in fMRI Data Analysis - A Comparative Study. - Joakim Rydell; Magnus Borga; Hans Knutsson; Peter Lundberg (ISBI, 2004)

A Bayesian Approach to Image Restoration. - Andreas Wrangsjö; Magnus Borga; Hans Knutsson (ISBI, 2004)

Clustering Fiber Traces Using Normalized Cuts. - Anders Brun; Hans Knutsson; Hae-Jeong Park; Martha Elizabeth Shenton; Carl-Fredrik Westin (MICCAI (1), 2004)

Detection and detrending in fMRI data analysis. - Ola Friman; Magnus Borga; Peter Lundberg; Hans Knutsson (NeuroImage, 2004)

Design of Fast Multidimensional Filters Using Genetic Algorithms. - Max Langer; Björn Svensson; Anders Brun; Mats T. Andersson; Hans Knutsson (EvoWorkshops, 2005)

A tensor-like representation for averaging, filtering and interpolation of 3-D object orientation data. - Anders Brun; Carl-Fredrik Westin; Steven Haker; Hans Knutsson (ICIP (3), 2005)

Interactive 3D filter design for ultrasound artifact reduction. - Nina Eriksson Bylund; Mats T. Andersson; Hans Knutsson (ICIP (3), 2005)

Morphons: segmentation using elastic canvas and paint on priors. - Hans Knutsson; Mats T. Andersson (ICIP (2), 2005)

Filter networks for efficient estimation of local 3-D structure. - Björn Svensson; Mats T. Andersson; Hans Knutsson (ICIP (3), 2005)

Fast Manifold Learning Based on Riemannian Normal Coordinates. - Anders Brun; Carl-Fredrik Westin; Magnus Herberthson; Hans Knutsson (SCIA, 2005)

Morphons: Paint on Priors and Elastic Canvas for Segmentation and Registration. - Hans Knutsson; Mats T. Andersson (SCIA, 2005)

A Graph Representation of Filter Networks. - Björn Svensson; Mats T. Andersson; Hans Knutsson (SCIA, 2005)

Non-rigid Registration Using Morphons. - Andreas Wrangsjö; Johanna Pettersson; Hans Knutsson (SCIA, 2005)

Implications of invariance and uncertainty for local structure analysis filter sets. - Hans Knutsson; Mats T. Andersson (Signal Process. Image Commun., 2005)

Tensor Field Regularization using Normalized Convolution and Markov Random Fields in a Bayesian Framework. - Carl-Fredrik Westin; Marcos Martín-Fernández; Carlos Alberola-López; Juan Ruiz-Alzola; Hans Knutsson (Visualization and Processing of Tensor Fields, 2006)

Adaptive Filtering of FMRI Data Based on Correlation and Bold Response Similarity. - Joakim Rydell; Hans Knutsson; Magnus Borga (ICASSP (2), 2006)

Non-Rigid Registration for Automatic Fracture Segmentation. - Johanna Pettersson; Hans Knutsson; Magnus Borga (ICIP, 2006)

Rotational Invariance in Adaptive fMRI Data Analysis. - Joakim Rydell; Hans Knutsson; Magnus Borga (ICIP, 2006)

Automatic Hip Bone Segmentation Using Non-Rigid Registration. - Johanna Pettersson; Hans Knutsson; Magnus Borga (ICPR (3), 2006)

Efficient 3-D adaptive filtering for medical image enhancement. - Björn Svensson; Mats T. Andersson; Örjan Smedby; Hans Knutsson (ISBI, 2006)

The alpha -histogram: Using Spatial Coherence to Enhance Histograms and Transfer Function Design. - Claes Lundström; Anders Ynnerman; Patric Ljung; Anders Persson; Hans Knutsson (EuroVis, 2006)

On rotational invariance in adaptive spatial filtering of fMRI data. - Joakim Rydell; Hans Knutsson; Magnus Borga (NeuroImage, 2006)

Intrinsic and Extrinsic Means on the Circle - A Maximum Likelihood Interpretation. - Anders Brun; Carl-Fredrik Westin; Magnus Herberthson; Hans Knutsson (ICASSP (3), 2007)

Efficient Computation of the Inverse Gradient on Irregular Domains. - Gunnar Farnebäck; Joakim Rydell; Tino Ebbers; Mats T. Andersson; Hans Knutsson (ICCV, 2007)

Phase Sensitive Reconstruction for Water/Fat Separation in MR Imaging Using Inverse Gradient. - Joakim Rydell; Hans Knutsson; Johanna Pettersson; Andreas Johansson; Gunnar Farnebäck; Olof Dahlqvist Leinhard; Peter Lundberg; Fredrik Nyström; Magnus Borga (MICCAI (1), 2007)

Improving Temporal Fidelity in k-t BLAST MRI Reconstruction. - Andreas Sigfridsson; Mats T. Andersson; Lars Wigström; John-Peder Escobar Kvitting; Hans Knutsson (MICCAI (2), 2007)

Using Importance Sampling for Bayesian Feature Space Filtering. - Anders Brun; Björn Svensson; Carl-Fredrik Westin; Magnus Herberthson; Andreas Wrangsjö; Hans Knutsson (SCIA, 2007)

Representing Pairs of Orientations in the Plane. - Magnus Herberthson; Anders Brun; Hans Knutsson (SCIA, 2007)

3D Deformable Registration for Monitoring Radiotherapy Treatment in Prostate Cancer. - Borja Rodríguez-Vila; Johanna Pettersson; Magnus Borga; Feliciano García-Vicente; Enrique J. Gómez; Hans Knutsson (SCIA, 2007)

Estimation of Non-Cartesian Local Structure Tensor Fields. - Björn Svensson; Anders Brun; Mats T. Andersson; Hans Knutsson (SCIA, 2007)

Prediction from off-grid samples using continuous normalized convolution. - Kenneth Andersson; Carl-Fredrik Westin; Hans Knutsson (Signal Process., 2007)

Direct Weight Optimization applied to discontinuous functions. - Henrik Ohlsson; Jacob Roll; Anders Brun; Hans Knutsson; Mats T. Andersson; Lennart Ljung (CDC, 2008)

Enabling bio-feedback using real-time fMRI. - Henrik Ohlsson; Joakim Rydell; Anders Brun; Jacob Roll; Mats T. Andersson; Anders Ynnerman; Hans Knutsson (CDC, 2008)

Robust correlation analysis with an application to functional MRI. - Joakim Rydell; Magnus Borga; Hans Knutsson (ICASSP, 2008)

Bilateral Filtering of fMRI Data. - Joakim Rydell; Hans Knutsson; Magnus Borga (IEEE J. Sel. Top. Signal Process., 2008)

Simulation of Patient Specific Cervical Hip Fracture Surgery With a Volume Haptic Interface. - Johanna Pettersson; Karljohan E. Lundin Palmerius; Hans Knutsson; Ola Wahlstrom; Bo Tillander; Magnus Borga (IEEE Trans. Biomed. Eng., 2008)

Using Real-Time fMRI to Control a Dynamical System by Brain Activity Classification. - Anders Eklund 002; Henrik Ohlsson; Mats T. Andersson; Joakim Rydell; Anders Ynnerman; Hans Knutsson (MICCAI (1), 2009)

Similar Tensor Arrays - A Framework for Storage of Tensor Array Data. - Anders Brun; Marcos Martín-Fernández; Burak Acar; Emma Muñoz-Moreno; Leila Cammoun; Andreas Sigfridsson; Darío Sosa-Cabrera; Björn Svensson; Magnus Herberthson; Hans Knutsson (Tensors in Image Processing and Computer Vision, 2009)

A Review of Tensors and Tensor Signal Processing. - Leila Cammoun; Carlos-Alberto Castaño-Moraga; Emma Muñoz-Moreno; Darío Sosa-Cabrera; Burak Acar; Miguel A. Rodríguez-Florido; Anders Brun; Hans Knutsson; Jean-Philippe Thiran (Tensors in Image Processing and Computer Vision, 2009)

On Geometric Transformations of Local Structure Tensors. - Björn Svensson; Anders Brun; Mats T. Andersson; Hans Knutsson (Tensors in Image Processing and Computer Vision, 2009)

T-flash: Tensor Visualization in Medical Studio. - Johan Wiklund; Vincent Nicolas; Patrice Rondao; Mats T. Andersson; Hans Knutsson (Tensors in Image Processing and Computer Vision, 2009)

DT-MRI Connectivity and/or Tractography?: Two New Algorithms. - Johan Wiklund; Vincent Nicolas; Patrice Rondao; Mats T. Andersson; Hans Knutsson (Tensors in Image Processing and Computer Vision, 2009)

Phase based volume registration using cuda. - Anders Eklund 002; Mats T. Andersson; Hans Knutsson (ICASSP, 2010)

Adaptive anisotropic regularization of deformation fields for non-rigid registration using the morphon framework. - Daniel Forsberg; Mats T. Andersson; Hans Knutsson (ICASSP, 2010)

A Brain Computer Interface for Communication Using Real-Time fMRI. - Anders Eklund 002; Mats T. Andersson; Henrik Ohlsson; Anders Ynnerman; Hans Knutsson (ICPR, 2010)

Parallel Scales for More Accurate Displacement Estimation in Phase-Based Image Registration. - Daniel Forsberg; Mats T. Andersson; Hans Knutsson (ICPR, 2010)

Non-ring Filters for Robust Detection of Linear Structures. - Gunnar Läthén; Olivier Cros; Hans Knutsson; Magnus Borga (ICPR, 2010)

Phase-based non-rigid registration of myocardial perfusion MRI image sequences. - Lennart Tautz; Anja Hennemuth; Mats T. Andersson; Achim Seeger; Hans Knutsson; Ola Friman (ISBI, 2010)

Concurrent Volume Visualization of Real-Time fMRI. - Tan Khoa Nguyen; Anders Eklund 002; Henrik Ohlsson; Frida Hernell; Patric Ljung; Camilla Forsell; Mats T. Andersson; Hans Knutsson; Anders Ynnerman (VG@Eurographics, 2010)

A GPU accelerated interactive interface for exploratory functional connectivity analysis of FMRI data. - Anders Eklund 002; Ola Friman; Mats T. Andersson; Hans Knutsson (ICIP, 2011)

Improving Registration Using Multi-channel Diffeomorphic Demons Combined with Certainty Maps. - Daniel Forsberg; Yogesh Rathi; Sylvain Bouix; Demian Wassermann; Hans Knutsson; Carl-Fredrik Westin (MBIA, 2011)

Using the Local Phase of the Magnitude of the Local Structure Tensor for Image Registration. - Anders Eklund 002; Daniel Forsberg; Mats T. Andersson; Hans Knutsson (SCIA, 2011)

Model-Based Transfer Functions for Efficient Visualization of Medical Image Volumes. - Daniel Forsberg; Claes Lundström; Mats T. Andersson; Hans Knutsson (SCIA, 2011)

Representing Local Structure Using Tensors II. - Hans Knutsson; Carl-Fredrik Westin; Mats T. Andersson (SCIA, 2011)

True 4D Image Denoising on the GPU. - Anders Eklund 002; Mats T. Andersson; Hans Knutsson (Int. J. Biomed. Imaging, 2011)

Fast Random Permutation Tests Enable Objective Evaluation of Methods for Single-Subject fMRI Analysis. - Anders Eklund 002; Mats T. Andersson; Hans Knutsson (Int. J. Biomed. Imaging, 2011)

Non-rigid Diffeomorphic Image Registration of Medical Images Using Polynomial Expansion. - Daniel Forsberg; Mats T. Andersson; Hans Knutsson (ICIAR (2), 2012)

A functional connectivity inspired approach to non-local fMRI analysis. - Anders Eklund 002; Mats T. Andersson; Hans Knutsson (ICIP, 2012)

Globally optimal displacement fields using local tensor metric. - Gustaf Johansson; Daniel Forsberg; Hans Knutsson (ICIP, 2012)

Multi-modal Image Registration Using Polynomial Expansion and Mutual Information. - Daniel Forsberg; Gunnar Farnebäck; Hans Knutsson; Carl-Fredrik Westin (WBIR, 2012)

fMRI analysis on the GPU - Possibilities and challenges. - Anders Eklund 002; Mats T. Andersson; Hans Knutsson (Comput. Methods Programs Biomed., 2012)

Does parametric fMRI analysis with SPM yield valid results? - An empirical study of 1484 rest datasets. - Anders Eklund 002; Mats T. Andersson; Camilla Josephson; Magnus Johannesson; Hans Knutsson (NeuroImage, 2012)

Tensor Metrics and Charged Containers for 3D Q-space Sample Distribution. - Hans Knutsson; Carl-Fredrik Westin (MICCAI (1), 2013)

Adaptive Spatio-temporal Filtering of 4D CT-Heart. - Mats T. Andersson; Hans Knutsson (SCIA, 2013)

Towards Data Centric Sampling for Volume Rendering. - Stefan Lindholm; Daniel Jönsson; Hans Knutsson; Anders Ynnerman (SIGRAD, 2013)

Monomial Phase: A Matrix Representation of Local Phase. - Hans Knutsson; Carl-Fredrik Westin (Visualization and Processing of Tensors and Higher Order Descriptors for Multi-Valued Data, 2014)

Skull Segmentation in MRI by a Support Vector Machine Combining Local and Global Features. - Jens Sjölund; Andreas Eriksson Jarlideni; Mats T. Andersson; Hans Knutsson; Hakan Nordstrom (ICPR, 2014)

From Expected Propagator Distribution to Optimal Q-space Sample Metric. - Hans Knutsson; Carl-Fredrik Westin (MICCAI (3), 2014)

Measurement Tensors in Diffusion MRI: Generalizing the Concept of Diffusion Encoding. - Carl-Fredrik Westin; Filip Szczepankiewicz; Ofer Pasternak; Evren Özarslan; Daniel Topgaard; Hans Knutsson; Markus Nilsson (MICCAI (3), 2014)

Towards Clinical Deployment of Automated Anatomical Regions-Of-Interest. - Stefan Lindholm; Daniel Forsberg; Anders Ynnerman; Hans Knutsson; Mats T. Andersson; Claes Lundström (VCBM, 2014)

Eigenspine: Computing the correlation between measures describing vertebral pose for patients with adolescent idiopathic scoliosis. - Daniel Forsberg; Claes Lundström; Hans Knutsson (Comput. Medical Imaging Graph., 2014)

Motion Field Regularization for Sliding Objects Using Global Linear Optimization. - Gustaf Johansson; Mats T. Andersson; Hans Knutsson (ICPRAM (2), 2015)

Structural analysis of micro-channels in human temporal bone. - Olivier Cros; Michael Gaihede; Mats T. Andersson; Hans Knutsson (ISBI, 2015)

Empirically investigating the statistical validity of SPM, FSL and AFNI for single subject fMRI analysis. - Anders Eklund 002; Thomas E. Nichols; Mats T. Andersson; Hans Knutsson (ISBI, 2015)

An Iterated Complex Matrix Approach for Simulation and Analysis of Diffusion MRI Processes. - Hans Knutsson; Magnus Herberthson; Carl-Fredrik Westin (MICCAI (1), 2015)

Enhancement of micro-channels within the human mastoid bone based on local structure tensor analysis. - Olivier Cros; Anders Eklund 002; Michael Gaihede; Hans Knutsson (IPTA, 2016)

Q-space trajectory imaging for multidimensional diffusion MRI of the human brain. - Carl-Fredrik Westin; Hans Knutsson; Ofer Pasternak; Filip Szczepankiewicz; Evren Özarslan; Danielle van Westen; Cecilia Mattisson; Mats Bogren; Lauren J. O'Donnell; Marek Kubicki; Daniel Topgaard; Markus Nilsson (NeuroImage, 2016)

Bayesian Diffusion Tensor Estimation with Spatial Priors. - Xuan Gu; Per Sidén; Bertil Wegmann; Anders Eklund 002; Mattias Villani; Hans Knutsson (CAIP (1), 2017)

Surface and curve skeleton from a structure tensor analysis applied on mastoid air cells in human temporal bones. - Olivier Cros; Michael Gaihede; Anders Eklund 002; Hans Knutsson (ISBI, 2017)

Gaussian process regression can turn non-uniform and undersampled diffusion MRI data into diffusion spectrum imaging. - Jens Sjölund; Anders Eklund 002; Evren Özarslan; Hans Knutsson (ISBI, 2017)

Multi-fiber Estimation and Tractography for Diffusion MRI using mixture of Non-central Wishart Distributions. - Snehlata Shakya; Xuan Gu; Nazre Batool; Evren Özarslan; Hans Knutsson (VCBM, 2017)

Generating Diffusion MRI scalar maps from T1 weighted images using generative adversarial networks. - Xuan Gu; Hans Knutsson; Anders Eklund 002 (CoRR, 2018)

Bayesian uncertainty quantification in linear models for diffusion MRI. - Jens Sjölund; Anders Eklund 002; Evren Özarslan; Magnus Herberthson; Maria Bånkestad; Hans Knutsson (NeuroImage, 2018)

Generating Diffusion MRI Scalar Maps from T1 Weighted Images Using Generative Adversarial Networks. - Xuan Gu; Hans Knutsson; Markus Nilsson; Anders Eklund 002 (SCIA, 2019)

Using the Wild Bootstrap to Quantify Uncertainty in Mean Apparent Propagator MRI. - Xuan Gu; Anders Eklund 002; Evren Özarslan; Hans Knutsson (Frontiers Neuroinformatics, 2019)

Anatomically Informed Bayesian Spatial Priors for FMRI Analysis. - David Abramian; Per Sidén; Hans Knutsson; Mattias Villani; Anders Eklund 002 (ISBI, 2020)