DocumentCode :
2869416
Title :
Visual attention control for nuclear power plant inspection
Author :
Kita, Nobuyuki
Author_Institution :
Electrotech. Lab., Japan
Volume :
4
fYear :
2000
fDate :
2000
Firstpage :
118
Abstract :
Industrial inspection robots, which are to move around in a nuclear power plant and carry out inspection tasks, must follow a given route while observing static and dynamic features of the environment. A stereo active vision system has been developed, equipped with foveated wide-field image acquisition and mounted on a mobile robot. With this or other types of active sensors, only the foveated center of the field of view can extract precise information, so the camera pose must be controlled to fixate the target area for execution of a particular visual task. The activities of inspection robots lead to multiple visual tasks, requiring both reactive and premeditated types of attention, and therefore the robot must apply its sensing resources sequentially among multiple possibilities. In this paper, we propose a new framework for visual attention control for a mobile robot, describe the implementation of the proposed framework, and show some examples in which the camera pose is controlled to achieve multiple visual tasks
Keywords :
active vision; automatic optical inspection; mobile robots; nuclear power stations; robot vision; stereo image processing; active vision; industrial inspection robots; mobile robot; multiple visual tasks; nuclear power plant; stereo vision; visual attention control; Cameras; Data mining; Electrical equipment industry; Inspection; Machine vision; Mobile robots; Power generation; Robot sensing systems; Robot vision systems; Service robots;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Pattern Recognition, 2000. Proceedings. 15th International Conference on
Conference_Location :
Barcelona
ISSN :
1051-4651
Print_ISBN :
0-7695-0750-6
Type :
conf
DOI :
10.1109/ICPR.2000.902878
Filename :
902878
Link To Document :
بازگشت