The Outlier Process: Unifying Line Processes and Robust Statistics Michael J. Black* Xerox Palo Alto Research Center 3333 Coyote Hill Road Palo Alto, CA 94304 Abstract This paper unifies "lineprocess" approaches for regularization with discontinuities and robust es timation techniques. We generalize the notion of