A texture that is described in three dimensions.  It can be created as a "stack" of 2D bitmapped textures or as a 3D procedural texture.  When an object with volumetric texture is sliced in half, the texture would still be rendered accurately on the inside.  See 
procedural texture and 
texture mapping.