Multimodal Semantic SLAM with Probabilistic Data Association

© 2019 IEEE. The recent success of object detection systems motivates object-based representations for robot navigation; i.e. semantic simultaneous localization and mapping (SLAM). The semantic SLAM problem can be decomposed into a discrete inference problem: determining object class labels and meas...

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Bibliographic Details
Main Authors: Doherty, Kevin, Fourie, Dehann, Leonard, John
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers (IEEE) 2022
Online Access:https://hdl.handle.net/1721.1/137995.2