If the point is whether we should support ` (N, M) ` co-ordinates, which means support for m-dimensional images, it will depend from  descriptor to descriptor whether it can be extended to M>2 dimensions. Personally, I have not heard of or probably don't have knowledge of Feature Detectors and Descriptors used in >2d images.