Title :
Robust location tracking method for mixed reality robots using a rotation search method
Author :
Yamamoto, Masahiro ; Suzuki, Kazuhiro ; Ogawa, Ryosuke ; Ito, Nobuhiro ; Kawabe, Yoshinobu
Author_Institution :
Grad. Sch. of Bus. Adm. & Comput. Sci., Aichi Inst. of Technol., Nagoya, Japan
fDate :
June 28 2015-July 1 2015
Abstract :
In the RoboCup Mixed Reality Soccer League, the location and direction of each micro robot on the field are detected by a camera positioned above the field. However, setting and adjusting the camera to achieve greater accuracy takes a very long time. Besides, the detection process is influenced by the surrounding environment, including illuminance of the room and location of the field. Therefore, while the robots are in play, accuracy gradually decreases as the illuminance changes over time and eventually, the robots become invisible to the camera. In these situations, changes in illuminance and motion blur can cause serious issues. To solve this problem, we apply a rotation search method in the detection system, which is a “vision tracking system”. In addition, we implement a redesigned vision tracking system and evaluate the new system. Our results confirm that the new system is effective.
Keywords :
cameras; image motion analysis; image restoration; microrobots; mobile robots; multi-robot systems; object detection; object tracking; robot vision; virtual reality; RoboCup mixed reality soccer league; camera; detection process; illuminance changes; microrobot; mixed reality robots; motion blur; robust location tracking method; rotation search method; vision tracking system; Accuracy; Cameras; Robot vision systems; Search methods; Servers; Virtual reality;
Conference_Titel :
Computer and Information Science (ICIS), 2015 IEEE/ACIS 14th International Conference on
Conference_Location :
Las Vegas, NV
DOI :
10.1109/ICIS.2015.7166638