DocumentCode
3566984
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
fYear
2014
Firstpage
4051
Lastpage
4056
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Electronics Society, IECON 2014 - 40th Annual Conference of the IEEE
Type
conf
DOI
10.1109/IECON.2014.7049109
Filename
7049109
Link To Document