Research Homepage of Anders Brun
I
am now a PhD (!), but I am no longer working at the Department of Biomedical Engineering.
A link to my dissertation can be found at this location.
My research interests include manifold learning, image
processing and methods for high dimensional data analysis in general. My advisor was
Hans Knutsson and my co-advisors were
Carl-Fredrik Westin and
Magnus Herberthson. |
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Publications2007 2006 2005 2004 2003 20022007Estimation of Non-Cartesian Local Structure Tensor FieldsB. Svensson, A. Brun, M. Andersson, H. Knutsson Proceedings of the 15th Scandinavian conference on image analysis (SCIA'07), Aalborg, Denmark June 2007 Intrinsic and Extrinsic Means on the Circle - a Maximum Likelihood Interpretation A. Brun, C.-F. Westin, M. Herberthson, H. Knutsson Proceedings of IEEE International Conference on Acoustics, Speech, & Signal Processing, Honolulu, Hawaii, USA April 2007 Download full paper [PDF] P-Averages of Diffusion Tensors M. Herberthson, A. Brun, H. Knutsson Proceedings of the SSBA Symposium on Image Analysis, Linköping, Sweden March 2007 Filtering Vector-Valued Images using Importance Sampling A. Brun, B. Svensson, C.-F. Westin, M. Herberthson, A. Wrangsjö, H. Knutsson Proceedings of the SSBA Symposium on Image Analysis, Linköping, Sweden March 2007 2006Geometric Transformations of Local Structure TensorsB. Svensson, A. Brun, M. Andersson, H. Knutsson Similar NoE Tensor Workshop, Las Palmas, Spain November 2006 Sample Logmaps - Intrinsic Processing of Empirical Manifold Data A. Brun, C.-F. Westin, M. Herberthsson, H. Knutsson Proceedings of the SSBA Symposium on Image Analysis, Umeå, Sweden March 2006 Pairs of Orientation in the Plane M. Herberthsson, A. Brun, H. Knutsson Proceedings of the SSBA Symposium on Image Analysis, Umeå, Sweden March 2006 Manifold Learning and Representations for Image Analysis and Visualization A. Brun Lic Thesis March 2006 Download full paper [PDF] 2005A tensor-like representation for averaging, filtering and interpolation of 3-D object orientation dataA. Brun, C.-F. Westin, S. Haker, H. Knutsson ICIP 2005, Genoa, Italy September 2005 Download full paper [PDF] Fast Manifold Learning Based on Riemannian Normal Coordinates A. Brun, C.-F. Westin, M. Herberthson, H. Knutsson SCIA 2005, Joensuu, Finland June 2005 Download full paper [PDF] LOGMAP: Preliminary results using a new method for manifold learning A. Brun, C.-F. Westin, M. Herberthson, H. Knutsson Proceedings of the SSBA Symposium on Image Analysis, Malmö, Sweden March 2005 Design of Fast Multidimensional Filters Using Genetic Algorithms M. Langer, B. Svensson, A. Brun, M. Andersson, H. Knutsson Proceedings of EvoIASP, 7th European Workshop on Evolutionary Computing in Image Analysis and Signal Processing, Lausanne, Switzerland March 2005 Download full paper [PDF] 2004Robust generalized total least squares iterative closest point registrationR. San-Jose Estepar, A. Brun, C.-F. Westin Seventh International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI'04), Rennes - Saint Malo, France September 2004 Clustering Fiber Tracts Using Normalized Cuts A. Brun, H. Knutsson, H. J. Park, M. E. Shenton, C.-F. Westin MICCAI 2004, Rennes - Saint Malo, France September 2004 Download full paper [PDF] A novel approach to averaging, filtering and interpolation of 3-D object orientation data A. Brun, C.-F. Westin, S. Haker, H. Knutsson Proceedings of the SSBA Symposium on Image Analysis, Uppsala, Sweden March 2004 Method for Combining Information from White matter Fiber Tracking and Gray Matter Parcellation H. J. Park, M. Kubicki, C.-F. Westin, I. F. Talos, A. Brun, S. Pieper, R. Kikinis, F. A. Jolesz, R. W. McCarley, M. E. Shenton American Journal of Neuroradiology 2004 2003Coloring of DT-MRI Fiber Traces using Laplacian EigenmapsA. Brun, H-J. Park, H. Knutsson, Carl-Fredrik Westin Proceedings of the Ninth International Conference on Computer Aided Systems Theory (EUROCAST) February 2003 Download full paper [PDF] A method for hemispheric asymmetry of white matters using diffusion tensor MRI H.-J. Park, C.-F. Westin, M. Kubicki, A. Brun, R. W. McCarley, M. E. Shenton Neuroimage 2003 2002Regularized Stochastic White Matter Tractography Using Diffusion Tensor MRIM. Björnemo, A. Brun, R. Kikinis, C.-F. Westin International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI'02), Tokyo, Japan September 2002 Download full paper [PDF] White Matter Tractography Using Sequential Importance Sampling A. Brun, M. Björnemo, R. Kikinis, C.-F. Westin Proceedings of the ISMRM Annual Meeting (ISMRM'02), Honolulu, Hawaii May 2002 Download full paper [PDF] White Matter Fiber Tracking Using Diffusion Tensor MRI M. Björnemo, A. Brun Master thesis 2002 Download full paper [PDF] |
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Only by revaluation of the new era |
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