Median K-flats for hybrid linear modeling with many outliers

Teng Zhang, Arthur Szlam, Gilad Lerman

We describe the Median K-Flats (MKF) algorithm, a simple online method for hybrid linear modeling, i.e., for approximating data by a mixture of flats. This algorithm simultaneously…