How can I extract the slices of a 3D matrix in x-direction from a 3D matrix?

Asked by Javad on 6 Jul 2018

Latest activity Commented on by Javad on 12 Jul 2018

292 views (last 30 days)

I have a 3D matrix, which is a model of the porous media of a rock. I want to extract three 3D matrices from it so that each contains the 2D slices in a specific direction, for example x. To be clear, the matrix x contains the 2D slices in x direction, y in y-direction and z in the z-direction. I appreciate any hint or help to solve my issue.

Regards

2 Comments

James Tursa on 6 Jul 2018

It is unclear what you want. The original 3D matrix already has 2D slices in each direction that you can get at with indexing. E.g.,

xyz = original 3D matrix
k = whatever
xyz(k,:,:) --> k'th slice along x direction
xyz(:,k,:) --> k'th slice along y direction
xyz(:,:,k) --> k'th slice along z direction

Do you mean you want to permute the data so the slices are always in the first two dimensions? Or ...?

Javad on 7 Jul 2018

Dear James First, thanks for your answer. But I think my question was not clear. To be clear I explain more. I have 3D matrix, which is in fact a digital rock model. All the arrays of the matrix are 0 or 1. I want to draw the streamlines in it using the command 'streamline'. But this command need x, y, z. I want to extract these three matrices from my 3D matrix. Can you help me in this regard? Thanks

1 Answer

Link

Answer by Anton Semechko on 6 Jul 2018

Accepted Answer

Suppose you have G, which is a Y-by-X-by-Z 3D array, then

i-th xy slice:

G_yx=G(:,:,i); % Y-by-X array

i-th xz slice:

G_xz=permute(G(i,:,:),[2 3 1]); % X-by-Z array

i-th yz slice:

G_yz=permute(G(:,i,:),[1 3 2]); % Y-by-Z array

5 Comments

Show 2 older comments

Javad on 7 Jul 2018

https://www.mathworks.com/matlabcentral/fileexchange/35250-matlab-plot-gallery-wind?focused=6793015&tab=example

The above link explain it. Also, you can load it using 'load wind'. I look forward to hearing from you. Many thanks

Anton Semechko on 8 Jul 2018

I see. Let's say G is your Ny-by-Nx-by-Nz 3D image and [dx,dy,dz] are dimensions of a single voxel. To get get (x,y,z) coordinates of the voxels do:

[Ny,Nx,Nz]=size(G);
[x,y,z]=meshgrid((1:Nx)*dx,(1:Ny)*dy,(1:Nz)*dz);

The variables 'x', 'y', and 'z' have the same dimensions as G, and can be used as input to the 'isosurface' function along with G to extract a triangular mesh of the level-set surface G==1.

Javad on 12 Jul 2018

Dear Anton

Many thanks. It works

You are now following this question

Javad (view profile)