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Simultaneous Localization and Mapping with Learned Object Recognition and Semantic Data Association
(Georgia Institute of Technology, 2011-09)
Complex and structured landmarks like objects have many advantages over low-level image features for semantic mapping. Low level features such as image corners suffer from occlusion boundaries, ambiguous data association, ...