No, you can't file as Head of Household. To qualify for Head of Household, you must be considered unmarried at the end of the tax year. You were married at the end of the tax year. To be considered unmarried, your spouse may not have been a member of your home during the last 6 months of the tax year.
Here is some more information you may find helpful: Guide to Filing Taxes as Head of Household