Bias in Robust Estimation Caused by Discontinuities andMultiple

@inproceedings{Stewart1997BiasIR,
  title={Bias in Robust Estimation Caused by Discontinuities andMultiple},
  author={StructuresCharles V. Stewart},
  year={1997}
}
  • StructuresCharles V. Stewart
  • Published 1997
When tting models to data containing multiple structures, such as when tting surface patches to data taken from a neighborhood that includes a range discontinuity, robust esti-mators must tolerate both gross outliers and pseudo outliers. Pseudo outliers are outliers to the structure of interest, but inliers to a diierent structure. They diier from gross outliers because of their coherence. Such data occurs frequently in computer vision problems, including motion estimation, model tting and… CONTINUE READING