Let’s see its literal meaning first. '얼굴' is a face in Korean and '두껍다' is thick. And so, "얼굴이 두껍다" literally means "a face is thick" or "a thick face." This interesting idiom is used to describe someone who is shameless or impudent, particularly in situations where most people would feel embarrassed or hesitant. It certainly carries a negative tone.