No, the IRS does not permit this. The only way a married person can file as Head of Household is if he/she satisfies the rules for being what the IRS calls "considered unmarried." And one of those rules is that the other spouse did not live in the home during the last six months of the tax year.
As married folks who live together, your options are Married Filing Jointly or Married Filing Separately.