Abstract: Detecting both known and unknown objects is a fundamental skill for robot manipulation in unstructured environments. Open-set object detection (OSOD) is a promising direction to handle the ...

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Abstract: This article presents the Labeled Random Finite Set (LRFS) framework for multi-object systems–systems in which the number of objects and their states are unknown and vary randomly with time.