Hi Stuart, 

Here is my answer to a similar question regarding the use of 'tête' rather than 'visage'.

https://progress.lawlessfrench.com/questions/view/head-vs-face

and it is the same in this case you just wouldn't say -

Imaginez le visage de mon prof !