Title :
Object recognition based on human description ontology for service robots
Author :
Fukuda, Hisato ; Mori, Satoshi ; Kobayashi, Yoshinori ; Kuno, Yoshinori ; Kachi, Daisuke
Author_Institution :
Saitama Univ., Saitama, Japan
Abstract :
We are developing a helper robot able to fetch objects requested by users. This robot tries to recognize objects through verbal interaction with the user concerning the objects that it cannot detect autonomously. We have shown that the system can recognize objects based on an ontology for interaction. In this paper, we extend a human description ontology to link a "human description" to "attributes of objects" for our interactive object recognition framework. We develop an interactive object recognition system based on this ontology. Experimental results confirmed that the system could efficiently recognize objects by utilizing this ontology.
Keywords :
humanoid robots; interactive systems; mobile robots; object recognition; ontologies (artificial intelligence); robot vision; service robots; helper robot; human description ontology; interactive object recognition framework; interactive object recognition system; service robots; Educational institutions; Educational robots; Image color analysis; Object recognition; Ontologies; Shape; human description; object recognition; ontology; service robots;
Conference_Titel :
Industrial Electronics Society, IECON 2014 - 40th Annual Conference of the IEEE
DOI :
10.1109/IECON.2014.7049109