perve on (one)
To give one lewd, suggestive, and unwelcome looks or remarks. Some guy keeps coming around and perving on us—I'm going to go tell the bouncer. Stop perving on that group of girls, Mike. You look like a total creep.
perve on someone
in. to leer at someone. Make that jerk stop perving on me.