DocumentCode :
1892146
Title :
Recognition of people´s positioning by cooperative mobile robots for human groups steering
Author :
Martinez, Edgar ; Ohya, Akihisa ; Yuta, Shin´ichi
Author_Institution :
Intelligent Robot Lab., Tsukuba Univ., Ibaraki, Japan
Volume :
2
fYear :
2003
fDate :
16-20 July 2003
Firstpage :
758
Abstract :
In this research we attempt to build a multi-cooperative mobile robot system able to perform the process of steering people in indoors. When a target-group is integrated by several persons, the steering task is more difficult to accomplish, specially when only a robot is intended to be used. However, the problem can be overcome if we consider that a cooperative mobile robot system´s performance is higher for steering multiple humans than only one, and will greatly improve the performance of the tasks. In this paper, we detail a novel method for multiple human localization which has been developed by using multi homogeneous mobile robots, equipped with trinocular stereo vision. As a first step of this research the method includes spatial noise data filtering, multi sensor data fusion and clustering based segmentation. In addition, some experimental results are shown to verify the feasibility of the method.
Keywords :
cooperative systems; image segmentation; mobile robots; multi-robot systems; object recognition; pattern clustering; position control; robot vision; sensor fusion; stereo image processing; 2D point transformation; clustering based segmentation; feasibility; human groups steering; multiple cooperative mobile robots systems; multiple homogeneous mobile robots; multiple human localization; multiple sensor data fusion; people positioning recognition; spatial noise data filtering; stereo vision; trinocular stereo vision; Computer vision; Humans; Image segmentation; Laboratories; Legged locomotion; Mobile robots; Navigation; Robot kinematics; Stereo vision; Tracking;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computational Intelligence in Robotics and Automation, 2003. Proceedings. 2003 IEEE International Symposium on
Print_ISBN :
0-7803-7866-0
Type :
conf
DOI :
10.1109/CIRA.2003.1222276
Filename :
1222276
Link To Document :
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