Publications for Carl-Fredrik Westin
Co-author map based on ISI articles 2007-

Keywords

uses traces tensors tensor signal sets representation processing orientation normalized monomial matrix image filtering fiber estimation eg diffusion chapter certainty

Journal Articles

Kenneth Andersson, Carl-Fredrik Westin and Hans Knutsson
  Prediction from off-grid samples using continuous normalized convolution
  Signal Processing, 2007, 87(3), 353-365.
 Web of Science® Times Cited: 2

Books

C-F. Westin, Hans Knutsson and R. Kikinis
  Adaptive Image Filtering
    Academic Press series in biomedical engineering,, , Academic Press, 2000.


Chapters in Books

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


Hans Knutsson and Carl-Fredrik Westin
  Monomial Phase: A Matrix Representation of Local Phase
  Visualization and Processing of Tensors and Higher Order Descriptors for Multi-Valued Data, Springer, 2013, .


Carl-Fredrik Westin and Hans Knutsson
  Representation and Estimation of Tensor-Pairs
  New Developments in the Visualization and Processing of Tensor Fields: Part V, Springer Berlin/Heidelberg, 2012, 267-280.


Hans Knutsson, Carl-Fredrik Westin and Mats Andersson
  Structure Tensor Estimation: Introducing Monomial Quadrature Filter Sets
  New Developments in the Visualization and Processing of Tensor Fields, Springer, 2012, .


Daniel Forsberg, Yogesh Rathi, Sylvain Bouix, Demian Wassermann, Hans Knutsson and Carl-Fredrik Westin
  Improving Registration Using Multi-channel Diffeomorphic Demons Combined with Certainty Maps
  Mulitmodal Brain Image Analysis: First International Workshop, MBIA 2011, Held in Conjunction with MICCAI 2011, Toronto, Canada, September 18, 2011, Proceedings, Springer Berlin/Heidelberg, 2011, 19-26.


  Fulltext PDF

Carl-Fredrik Westin, Marcos Martin-Fernandez, Carlos Alberola-Lopez, Juan Ruiz-Alzola and Hans Knutsson
  Tensor Field Regularization Using Normalized Convolution and Markov Random Fields in a Bayesian Framework
  Visualization and Image Processing of Tensor Fields, Springer Berlin/Heidelberg, 2006, Sid 381-398.


Carl-Fredrik Westin
  Vector and Tensor Field Filtering
  Signal Processing for Computer Vision, Kluwer, 1995, 343-365.


Carl-Fredrik Westin and Hans Knutsson
  Representation and Averaging
  Signal Processing for Computer Vision, Kluwer, 1995, 297-308.


Hans Knutsson and Carl-Fredrik Westin
  Local Frequency
  Signal Processing for Computer Vision, Kluwer, 1995, 279-295.


Conference Articles

Carl-Fredrik Westin, Filip Szczepankiewicz, Ofer Pasternak, Evren Özarslan, Daniel Topgaard, Hans Knutsson and Markus Nilsson
  Measurement Tensors in Diffusion MRI: Generalizing the Concept of Diffusion Encoding
  Medical Image Computing and Computer-Assisted Intervention – MICCAI 2014: 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part III, 2014.


Hans Knutsson and Carl-Fredrik Westin
  From Expected Propagator Distribution to Optimal Q-space Sample Metric
  Medical Image Computing and Computer-Assisted Intervention – MICCAI 2014: 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part III, 2014.


Carl-Fredrik Westin, Markus Nilsson, Filip Szczepankiewicz, Ofer Pasternak, Evren Ozarslan, Daniel Topgaard and Hans Knutsson
  In-vivo diffusion q-space trajectory imaging
  ISMRM 2014, 2014.


Hans Knutsson and Carl-Fredrik Westin
  An Information Theoretic Approach to Optimal Q-space Sampling
  ISMRM-ESMRMB 2014, 2014.


Carl-Fredrik Westin, M. Nilsson, O. Pasternak and Hans Knutsson
  Diffusion tensors from double-PFG of the human brain
  ISMRM 2013, 2013.


Hans Knutsson and Carl-Fredrik Westin
  Charged Containers for Optimal 3D Q-space Sampling
  Proceedings of the International Society for Magnetic Resonance in Medicine annual meeting (ISMRM'13), 2013.


C-F. Westin, M. Nilsson, Ofer Pasternak, D. Topgaard and Hans Knutsson
  Rotationally invariant gradient schemes for diffusion MRI
  Proceedings of the ISMRM (2012), 2012.


Hans Knutsson, Carl-Fredrik Westin and Mats Andersson
  Representing local structure using tensors II
  Proceedings of the 17th Scandinavian conference on Image analysis, 2011.


 Web of Science® Times Cited: 5  Fulltext PDF

Anders Brun, Björn Svensson, Carl-Fredrik Westin, Magnus Herberthson, Andreas Wrangsjö and Hans Knutsson
  Filtering Vector-Valued Images using Importance Sampling
  Proceedings of the {SSBA} Symposium on Image Analysis,2007, 2007.


Anders Brun, Björn Svensson, Carl-Fredrik Westin, Magnus Herberthson, Andreas Wrangsjö and Hans Knutsson
  Using Importance Sampling for Bayesian Feature Space Filtering
  Proceedings of the 15th Scandinavian conference on image analysis, 2007.


Anders Brun, Carl-Fredrik Westin, Steven Haker and Hans Knutsson
  A tensor-like representation for averaging, filtering and interpolation of 3D object orientation data
  Image Processing, 2005. ICIP 2005. IEEE International Conference on  (Volume:3 ), 2005.


Anders Brun, Carl-Fredrik Westin, Magnus Herberthson and Hans Knutsson
  LOGMAP: Preliminary results using a new method for manifold learning
  Symposium on Image Analysis SSBA,2005, 2005.


Anders Brun, Carl-Fredrik Westin, Magnus Herberthson and Hans Knutsson
  Fast manifold learning based on Riemannian normal coordinates
  Image Analysis: 14th Scandinavian Conference, SCIA 2005, Joensuu, Finland, June 19-22, 2005. Proceedings, 2005.


 Web of Science® Times Cited: 4

Anders Brun, Hans Knutsson, Hae-Jeong Park, Martha E. Shenton and Carl-Fredrik Westin
  Clustering Fiber Traces Using Normalized Cuts
  Medical Image Computing and Computer-Assisted Intervention – MICCAI 2004: 7th International Conference, Saint-Malo, France, September 26-29, 2004. Proceedings, Part I, 2004.


 Web of Science® Times Cited: 71

Anders Brun, Carl_Fredrik Westin, S. Haker and Hans Knutsson
  A novel approach to averaging, filtering and interpolation of 3-D object orientation data
  Proceedings of the Swedish Symposium on Image Analysis (2004), 2004.


Andreas Sigfridsson, R. Estepar, Lars Wigström, C. Alberola and C-F. Westin
  Diffusion tensor visualization using random field correlation and volume rendering
  9th International Workshop on Computer Aided Systems Theory, Las Palmas de Gran Canaria, 2003.


  Fulltext PDF

Anders Brun, Hae-Jeong Park, Hans Knutsson and Carl-Fredrik Westin
  Coloring of DT-MRI fiber traces using Laplacian Eigenmaps
  Computer Aided Systems Theory - EUROCAST 2003: 9th International Workshop on Computer Aided Systems Theory Las Palmas de Gran Canaria, Spain, February 24-28, 2003 Revised Selected Papers, 2003.


 Web of Science® Times Cited: 3