Adaptive Distance Learning Scheme for Diffusion Tensor Imaging using Kernel Target Alignment

@inproceedings{Rodrigues2009AdaptiveDL,
  title={Adaptive Distance Learning Scheme for Diffusion Tensor Imaging using Kernel Target Alignment},
  author={Paulo Reis Rodrigues and Anna Vilanova and Thorsten Twellmann and Bart M. ter Haar Romeny},
  year={2009}
}
In segmentation techniques for Diffusion Tensor Imaging (DTI) data, the similarity of diffusion tensors must be assessed for partitioning data into regions which are homogeneous in terms of tensor characteristics. Various distance measures have been proposed in literature for analysing the similarity of diffusion tensors (DTs), but selecting a measure suitable for the task at hand is difficult and often done by trialand-error. We propose a novel approach to semiautomatically define the… CONTINUE READING

From This Paper

Figures, tables, results, connections, and topics extracted from this paper.
2 Extracted Citations
24 Extracted References
Similar Papers

Citing Papers

Publications influenced by this paper.
Showing 1-2 of 2 extracted citations

Referenced Papers

Publications referenced by this paper.
Showing 1-10 of 24 references

Analysis of distance/similarity measures for diffusion tensor imaging

  • T. Peeters, P. Rodrigues, A. Vilanova, B. ter Haar Romeny
  • Visualization and Processing of Tensor Fields…
  • 2008
4 Excerpts

Similar Papers

Loading similar papers…