Title :
A general interpolation method for symmetric second-rank tensors in two dimensions
Author :
Merino-Caviedes, S. ; Fernandez, Marcos Martin
Author_Institution :
Lab. of Image Process., Univ. of Valladolid, Valladolid
Abstract :
A new interpolation method for 2 x 2 symmetric second-rank tensors is proposed. It uses a vector representation of tensors using its eigenvalues and the rotation angle of the major eigenvector with respect to a cartesian coordinate system. These characteristics are then linearly interpolated. Although it is not constricted to positive definite tensors, it preserves this property for tensors with nonnegative eigenvalues. We compare this technique with the matrix coefficient linear in terpolation. The experiments show that our technique improves the results.
Keywords :
eigenvalues and eigenfunctions; interpolation; medical image processing; tensors; vectors; 2D symmetric second rank tensors; eigenvalues; eigenvector; interpolation; vector representation; Computational efficiency; Eigenvalues and eigenfunctions; Geophysics computing; Image processing; Interpolation; Laboratories; Magnetic field induced strain; Multidimensional signal processing; Symmetric matrices; Tensile stress; Interpolation; biomedical image processing; multidimensional signal processing; second-rank tensors;
Conference_Titel :
Biomedical Imaging: From Nano to Macro, 2008. ISBI 2008. 5th IEEE International Symposium on
Conference_Location :
Paris
Print_ISBN :
978-1-4244-2002-5
Electronic_ISBN :
978-1-4244-2003-2
DOI :
10.1109/ISBI.2008.4541150