DocumentCode
1823324
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
fYear
2008
fDate
14-17 May 2008
Firstpage
931
Lastpage
934
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;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/ISBI.2008.4541150
Filename
4541150
Link To Document