The three personnel - two head constables and one constable - were suspended after senior officials collected few videos that showed their "unprofessional" behaviour.
"There were certain allegations on the part of police officers for their inappropriate and unprofessional act. The senior officers of North district, including the DCP, inspector and all, made all out efforts and have identified three policemen, who have allegedly behaved inappropriately.
"These three officials have been placed under suspension and further inquiry is underway," said Dependra Pathak, special commissioner of police (southwest) and Delhi Police spokesperson.