actually debursting after making the interferogram is the right step. But that also means that topographic phase removal is not the error but rather debursting the interferogram causes these stripes.
Have you tried a different image pair? Can’t think of a reason why there are stripes after debursting.
You can’t really mask out areas with low coherence but you can define them as invalid so you can concentrate on the areas which provide valid interferometric information.