Yes, it's possible to restore painted wooden stairs. Start by removing the existing paint using a paint stripper or sanding. Once the paint is removed, follow the same steps as for restoring stained wooden stairs: clean, repair, sand, and apply a new finish. Keep in mind that the restoration process for painted stairs may require more effort and time due to the additional paint removal step.