The 60-year-old coach visited the club's infrastructure during his stay in Tehran and refused to work in the club.
Iranian coaches Javad Nekounam and Mohammad Rabiei are the final candidates to lead the team.
Esteghlal is without a coach after Portuguese coach Ricardo Sa Pinto left it last week to take charge of Cypriot team APOEL.