Probabilistic appearance based navigation and loop closing

This paper describes a probabilistic framework for navigation using only appearance data. By learning a generative model of appearance, we can compute not only the similarity of two observations, but also the probability that they originate from the same location, and hence compute a pdf over observ...

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Bibliographic Details
Main Authors: Cummins, M, Newman, P, IEEE
Format: Conference item
Published: 2007