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A survey: which features are required for dynamic visual simultaneous localization and mapping? 被引量:2

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摘要 In recent years,simultaneous localization and mapping in dynamic environments(dynamic SLAM)has attracted significant attention from both academia and industry.Some pioneering work on this technique has expanded the potential of robotic applications.Compared to standard SLAM under the static world assumption,dynamic SLAM divides features into static and dynamic categories and leverages each type of feature properly.Therefore,dynamic SLAM can provide more robust localization for intelligent robots that operate in complex dynamic environments.Additionally,to meet the demands of some high-level tasks,dynamic SLAM can be integrated with multiple object tracking.This article presents a survey on dynamic SLAM from the perspective of feature choices.A discussion of the advantages and disadvantages of different visual features is provided in this article.
出处 《Visual Computing for Industry,Biomedicine,and Art》 EI 2021年第1期183-198,共16页 工医艺的可视计算(英文)
基金 This work was supported by National Natural Science Foundation of China,Nos.62002359 and 61836015 the Beijing Advanced Discipline Fund,No.115200S001.
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