DocumentCode
1978498
Title
An Optimization Method of Marker Arrangement for Augmented Reality
Author
Bian, Zhiqiang ; Ishii, Hirotake ; Shimoda, Hiroshi
Author_Institution
Kyoto Univ., Kyoto
fYear
2007
fDate
4-7 June 2007
Firstpage
1651
Lastpage
1656
Abstract
Improving tracking accuracy is one of the most important issues for applying augmented reality to nuclear power plant field work. When employing tracking method using single camera and markers, tracking accuracy depends highly on marker arrangement. Manual design of marker arrangement is difficult to find a marker arrangement with high tracking accuracy. Therefore this study is subject to develop a marker arrangement optimization system based on genetic algorithm. Tracking error computation is necessary for each marker arrangement in marker arrangement optimization. Present tracking error computation method are all probabilistic and therefore feasible to nuclear power plant A wheel tracking error computation algorithm is developed. A marker arrangement optimization algorithm is realized by combining genetic algorithm with the wheel tracking error computation algorithm. Trial results show that tracking accuracy can be improved significantly by applying the advices provided by the marker arrangement optimization system.
Keywords
augmented reality; genetic algorithms; nuclear power stations; power engineering computing; augmented reality; genetic algorithm; marker arrangement; nuclear power plant field work; tracking method; wheel tracking error computation algorithm; Augmented reality; Calibration; Cameras; Computer errors; Genetic algorithms; Humans; Information technology; Optimization methods; Power generation; Wheels;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Electronics, 2007. ISIE 2007. IEEE International Symposium on
Conference_Location
Vigo
Print_ISBN
978-1-4244-0754-5
Electronic_ISBN
978-1-4244-0755-2
Type
conf
DOI
10.1109/ISIE.2007.4374852
Filename
4374852
Link To Document