Hide player controls when a video is paused

Sometimes you just want to pause and take a closer look at a particular scene or frame. Having the pause button and all the other controls visible all the time gets annoying and blocks part of the video

I know we can take screenshots, but when you just want to pause and look at something quickly, it would be much better if the controls automatically disappeared after a few seconds