Analytically computing normals for volumes

Hello,

I need to compute normals for volume analytically. Unfortunately I do not know what that exactly means. I know the method of computing the normal of a voxel using the central difference, but am not sure what is meant by computing normals ‘analytically’. Can someone please help.

Thanks,
A

Moving to math and algorithms.