Simultaneous Localisation and Mapping (SLAM) is a task of simultaneously estimating the sensor pose as well as the surrounding scene geometry. However, most existing SLAM systems are designed for the static world, which is unrealistic.
A recent paper on arXiv.org proposes a robust object-level dynamic SLAM system.
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