Search Results for author: Parker C. Lusk

Found 5 papers, 2 papers with code

CLIPPER: Robust Data Association without an Initial Guess

no code implementations11 Feb 2024 Parker C. Lusk, Jonathan P. How

When an informative initial estimation guess is available, the data association challenge is less acute; however, the existence of a high-quality initial guess is rare in most contexts.

Point Cloud Registration

GraffMatch: Global Matching of 3D Lines and Planes for Wide Baseline LiDAR Registration

no code implementations24 Dec 2022 Parker C. Lusk, Devarth Parikh, Jonathan P. How

Using geometric landmarks like lines and planes can increase navigation accuracy and decrease map storage requirements compared to commonly-used LiDAR point cloud maps.

Loop Closure Detection

MIXER: Multiattribute, Multiway Fusion of Uncertain Pairwise Affinities

no code implementations15 Oct 2022 Parker C. Lusk, Kaveh Fathian, Jonathan P. How

We present a multiway fusion algorithm capable of directly processing uncertain pairwise affinities.

Binarization

A Distributed Pipeline for Scalable, Deconflicted Formation Flying

1 code implementation4 Mar 2020 Parker C. Lusk, Xiaoyi Cai, Samir Wadhwania, Aleix Paris, Kaveh Fathian, Jonathan P. How

While solutions using onboard localization address the dependency on external infrastructure, the associated coordination strategies typically lack collision avoidance and scalability.

Robotics Multiagent Systems

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