Technical notes
This topic describes technical details of transforming SPM cluster data to
Talairach space and assumes knowledge of the MATLAB volume visualization techniques,
as well as SPM clusters data representation.
The following steps are performed to transform cluster data into Talairach
space:
- Calculating bounding box of the cluster in the MNI space and constructing
MATLAB volume data in the MNI space (MATLAB meshgrid function used
to construct 3D grid coordinates, voxel size as in SPM is used).
- Applying non-linear transformations, as described at CBU
Imaging web site, to every point in 3D grid to get non rectangular grid
coordinates in Talairach space.
- On the basis of the non rectangular grid in Talairach space calculate bounding
box of the cluster in the Talairach space.
- Calculating MATLAB volume data in the Talairach space (MATLAB meshgrid
function used to construct 3D grid coordinates, voxel size as set by Option
Voxel Size menu command is used). For calculating data values for points
of rectangular 3D grid in Talairach space MATLAB function interp3 with
linear interpolation is used (data on rectangular grid are interpolated on
the basis of data on non rectangular grid from step 3).