Title :
Avisual marker for precise pose estimation based on lenticular lenses
Author :
Tanaka, Hideyuki ; Sumi, Yasushi ; Matsumoto, Yoshio
Author_Institution :
Intell. Syst. Res. Inst., Nat. Inst. of Adv. Ind. Sci. & Technol., Tsukuba, Japan
Abstract :
Visual marker is a useful assistive tool for service robots. Existing planar visual markers have poor accuracy and stability in pose estimation, especially in frontal direction. In this study, we developed a novel visual marker based on a new principle enabling accurate and stable pose estimation even by observation from frontal direction. The marker has moiré patterns which consist of lenticular lens and stripe pattern, which vary their appearance according to visual-line angle of observation. We can extract pose information from the pattern by a single camera. We developed a prototype of the marker and an algorithm for pose estimation, and then demonstrated its superiority to existing markers by some validation tests.
Keywords :
lenses; pose estimation; robot vision; service robots; assistive tool; frontal direction; lenticular lenses; moiré patterns; planar visual markers; pose estimation; service robots; stripe pattern; visual-line angle of observation; Accuracy; Cameras; Estimation; Lenses; Prototypes; Robots; Visualization;
Conference_Titel :
Robotics and Automation (ICRA), 2012 IEEE International Conference on
Conference_Location :
Saint Paul, MN
Print_ISBN :
978-1-4673-1403-9
Electronic_ISBN :
1050-4729
DOI :
10.1109/ICRA.2012.6225114