The 33-year-old player joined the Iranian team last year but failed to meet the expectations.
Esteghlal newly-appointed coach Pitso Mosimane is reluctant to work with Blanco.
The media reports suggest that Esteghlal has set its sight on signing a Kenyan forward.
Esteghlal sits 14th in the 16-team table, one point above the relegation zone.