Did you watch the video?
If you take the frame that show's the inside of the mask alone, is there a way to prove the image is of a concave object? To see it as convex is arguably 'wrong' but it's a moot point because you're looking at something that is objectively identical to a convex object anyway.
Couldn't I just extend your argument to say the fact that you see a face at the very start of the movie is an illusion? After all it's a mask, not an actual face.