A Polynomial-time Solution for Robust Registration with Extreme Outlier Rates

We propose a robust approach for the registration of two sets of 3D points in the presence of a large amount of outliers. Our first contribution is to reformulate the registration problem using a Truncated Least Squares (TLS) cost that makes the estimation insensitive to a large fraction of spuri...

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Bibliographic Details
Main Authors: Yang, Heng, Carlone, Luca
Other Authors: Massachusetts Institute of Technology. Laboratory for Information and Decision Systems
Format: Article
Language:English
Published: Robotics: Science and Systems Foundation 2021
Online Access:https://hdl.handle.net/1721.1/138101.2