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: 3

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, 343.


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, 3-28.


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 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.


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


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.


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.


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.


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.


Carl-Fredrik Westin, M. Nilsson, O. Pasternak and Hans Knutsson
  Diffusion tensors from double-PFG of the human brain
  ISMRM 2013, 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: 6  Fulltext PDF

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, 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, 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, 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, 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.


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: 79

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: 4