Hello Sandra. Legally you can not remove items from the home if they are considered fixtures. Now you mention that you are going to replace them, legally the property is yours until the bank takes it back, so if you wanted to replace them its up to you.
But I agree with the previous entry, you should at least try to short sale the property or work something out with the bank. If you have any questions please let me know.