I have presented a method to remove velocity stack artifacts caused by the limited offset of the acquisitions geometry. This method uses a non-stationary PEF and is computationally inexpensive and data independent. Tests on the data show that this approach successfully removes artifacts from a velocity stack. This method may be helpful in velocity analysis and other applications where artifacts are easy to model.