Dear Subratab,
What you need to do is replacing normal rabbit serum with normal goat serum 
as pre-antibody blocking and as primary antibody diluent. This would be 
sufficient to eliminate most of your background problems.
Best regards,
James Guo
ImmunoVision Technologies, Co.
website: www.immunovisiontech.com