You definitely want to strip the white paint off and work with the bare wood. Remember to use a primer and two coats of paint. This will get you the best coloring.
You should start by stripping the white paint off. You really need to have the cabinets down to the bare wood and natural state.Then you should use primer and at least two coats of paint to give the best look you can give your work.