• 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