A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2017; you can also visit the original URL.
The file type is application/pdf.
Generalized Projection-Based M-Estimator
2012
IEEE Transactions on Pattern Analysis and Machine Intelligence
Preserved Fulltext
A completely user-independent robust regression method -Estimates multiple noisy inlier structures for single and multi-carrier problems in a unified framework. -Handles a large number of outliers • For each inlier structure, the algorithm has three steps. -Step One: Heteroscedastic estimation of scale of the inlier noise, S. -Step Two: Robust model estimation using mean shift for the detected inlier structure. • Optimization on Grassmann manifold. - Step Three: Inlier/Outlier dichotomy.
doi:10.1109/tpami.2012.52
pmid:22350164
fatcat:7nyo5rnvgvbq5n3t4rh7x55ria