Title :
Robot planning with a semantic map
Author :
Rogers, John G. ; Christensen, H.I.
Author_Institution :
Coll. of Comput., Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
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.
Keywords :
graph theory; image retrieval; mobile robots; object recognition; path planning; robot vision; service robots; topology; autonomous mobile robot system; dining room; domestic service robots; graph type; living room; object recognition; object search task; object understanding; robot planning; room connectivity topology; semantic map; Context; Image segmentation; Phase change materials; Probabilistic logic; Robots; Search problems; Topology;
Conference_Titel :
Robotics and Automation (ICRA), 2013 IEEE International Conference on
Conference_Location :
Karlsruhe
Print_ISBN :
978-1-4673-5641-1
DOI :
10.1109/ICRA.2013.6630879