3d image segmentation

Hello dear Sir,

How can we use the code for 3d image segmentation. Can you help us with that?

I know that the features can be calculated and give back an array of shape(4, 13) for a whole image. The patches would not play anymore a role. Is it a good thing? 

Or how can we do it for 3d image?

Thanks