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Predicting Objective Function Change in Pose-Graph Optimization

Published • Oct 1, 2018
NobleIDNI1P25W24R13S70
Authors:
Fang Bai
,
Teresa Vidal‐Calleja
,
Shoudong Huang

Abstract

Robust online incremental SLAM applications require metrics to evaluate the impact of current measurements. Despite its prevalence in graph pruning, information-theoretic metrics solely are insufficient to detect outliers. The optimal value of the objective function is a better choice to detect outl...

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