Amplitude of an Image
I don't see the question here.

But you're right.
On the DFT map of the image, the magnitude / amplitude, etc. are powers of the length of the vector of the complex number.

On more useful visualization to help working with large Dynamic Range is using the log(1 + abs()) on the DFT.