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
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;
Conference_Titel :
IECON 2012 - 38th Annual Conference on IEEE Industrial Electronics Society
Conference_Location :
Montreal, QC
Print_ISBN :
978-1-4673-2419-9
Electronic_ISBN :
1553-572X
DOI :
10.1109/IECON.2012.6388951