Fast semantic-aware motion state detection for visual SLAM in dynamic environment

Existing visual SLAM (vSLAM) systems fail to perform well in dynamic environments as they cannot effectively ignore moving objects during pose estimation and mapping. We propose a lightweight approach to improve the robustness of existing feature based RGB-D and stereo vSLAM by accurately removing d...

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Bibliographic Details
Main Authors: Singh, Gaurav, Wu, Meiqing, Do, Minh Van, Lam, Siew-Kei
Other Authors: College of Computing and Data Science
Format: Journal Article
Language:English
Published: 2024
Subjects:
Online Access:https://hdl.handle.net/10356/178580