Sukhbir and Ritu Raj were arrested for making obscene gestures to a girl at Buroli village, about 15-km from here, police said.
The incident took place when the girl was looking after her father's shop in his absence, they said.
Based on the girl's statement, a case has been registered against the two accused, according to police.