Ghaseminejhad, 34, had almost joined Esteghlal last season but Padideh didn’t release him.
The forward has joined a team which he always dreamed of playing in.
Foolad defender Aref Aghasi, Saipa midfielder Amir Hossein Hosseinzadeh, Foolad midfielder Zobeir Niknafs and Paykan goalkeeper Alireza Rezaei have previously signed for the Blues.