Robot Planning With A Semantic Map
2013 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA)(2013)
摘要
Context is an important factor for domestic service robots to consider when interpreting their environments to perform tasks. In people's homes, rooms are laid out in a specific arrangement to enable comfortable and efficient living; for example, the living room is central to the house, and the dining room is adjacent to the kitchen. The identity of the objects in a room are a strong cue for determining that room's purpose. This paper will present a planner for an autonomous mobile robot system which uses room connectivity topology and object understanding as context for an object search task in a domestic environment.
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关键词
mobile robots,graph theory,path planning,image retrieval,robots,topology,object recognition,image segmentation,probabilistic logic
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