Accelerating FAB-MAP With Concentration Inequalities

We outline an approach for using concentration inequalities to perform rapid approximate multi-hypothesis testing. In a scenario where multiple hypotheses are ranked according to a large set of features, our scheme improves the efficiency of selecting the best hypothesis by providing a bail-out thre...

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Bibliographic Details
Main Authors: Cummins, M, Newman, P
Format: Journal article
Language:English
Published: 2010