Add ability to change video thumbnail once uploaded

There does not seem to be a way to change the video thumbnail on the site, so when shared, the user sees the first frame in the video before playing, which in most cases is full-screen black or white (fade in). That's bad. On youtube, you can set thumbnail to any frame in the video. Why not here?