Can't see one participant but everyone else can.

I don't get video.  It's just a black box with the persons name, but everyone else can see the participant.  I can hear them but can't see them.  And it's not muted because everyone else can see the person.  Has happened three times lately. I have been the only one in meeting with the problem.