• DocumentCode
    2635548
  • Title

    Aesthetic marker design for home robot localization

  • Author

    Farkas, Zita V. ; Korondi, Péter ; Illy, Dániel ; Fodor, L.

  • Author_Institution
    Dept. of Machine & Product Design, Budapest Univ. of Technol. & Econ., Budapest, Hungary
  • fYear
    2012
  • fDate
    25-28 Oct. 2012
  • Firstpage
    5510
  • Lastpage
    5515
  • Abstract
    A new and aesthetic marker technique for indoor robot localization is presented in this paper. The marker, as a visual landmark, is designed to fit human inhabited indoor environments, where aesthetic considerations are as much important as efficiency of the visual localization. Design development was performed using color filtration and shape detection of the marker image. HSV color space was used for color separation, then hue component values of the highest geometric distance were selected for contrast decisions. This method allows the extraction of contrasting color information, where contrast values were lowered until machine visual detection was efficient enough whilst marker image aesthetics were still enjoyable for the human viewer. Separated colors were examined by shape detection for geometry, size and orientation to introduce the marker elements. Results of the aesthetic marker feature tracking illustrate marker information retrieval. In conclusion, aesthetic markers, when harmonized with color preference, can be integrated unobtrusively into home environments and are efficient for robot localization.
  • Keywords
    feature extraction; image colour analysis; image retrieval; mobile robots; robot vision; HSV color space; aesthetic considerations; aesthetic marker design; color filtration; geometric distance; home robot localization; human viewer; image aesthetics; indoor robot localization; machine visual detection; marker image; mobile robots; shape detection; visual landmark; visual localization; Image color analysis; Robot sensing systems; HSV color separation; aesthetic marker design; color harmony; indoor robot localization; shape detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    IECON 2012 - 38th Annual Conference on IEEE Industrial Electronics Society
  • Conference_Location
    Montreal, QC
  • ISSN
    1553-572X
  • Print_ISBN
    978-1-4673-2419-9
  • Electronic_ISBN
    1553-572X
  • Type

    conf

  • DOI
    10.1109/IECON.2012.6388951
  • Filename
    6388951