A system and method reduce artifacts in images in a manner that efficiently incorporates user feedback, minimizes user effort, and adaptively processes images. According to one exemplary embodiment, the method includes executing an algorithm to remove artifacts in a first region of a first frame, regions outside of the first region being unaffected; identifying a second region of a second frame following the first frame, the second region of the second frame corresponding to the first region of the first frame; displaying the second frame with an indication of the second region; receiving a first user input defining a third region inside the second region; and executing the algorithm to remove artifacts in the second region excluding the third region.