DocumentCode :
1738268
Title :
An active vision system for mobile robots
Author :
Jian Peng ; Srikaew, A. ; Wilkes, Mitch ; Kawamura, Kazuhiko ; Peters, Alan
Author_Institution :
Intelligent Robotics Lab., Vanderbilt Univ., Nashville, TN, USA
Volume :
2
fYear :
2000
fDate :
2000
Firstpage :
1472
Abstract :
An active vision system enables the selective capture of important information for various applications. With an active vision system, the control of gaze direction toward a visual target can simplify many of the robot´s interactions with the world. This work presents the implementation of a camera head control system for a mobile robot, called HelpMate. Helpmate´s binocular head is composed of two Sony color cameras mounted on two independent pan-tilt heads. The camera head control behavior is designed to be similar to that of human eyes, which include saccade, smooth pursuit, vergence and vestibulo-ocular reflex. Saccade allows the robot to quickly direct its gaze to the target, smooth pursuit keeps both cameras fixated on the moving target, vergence makes sure that the two cameras are looking at the same object, and vestibulo-ocular reflex compensates the camera motion for the robot body´s movement. Control methods have been designed and tested through experimentation. By using color segmentation, HelpMate can detect and locate a human holding a specific colored object, who is approaching within its range. Once the target is located, the two cameras are fixated, and HelpMate´s body turns toward the target. The camera head then smoothly tracks the moving target and guides the robot to follow the target as it moves
Keywords :
active vision; cameras; image colour analysis; image segmentation; mobile robots; robot vision; target tracking; HelpMate; Sony color cameras; active vision system; binocular head; camera head control system; camera motion compensation; color segmentation; colored object; fixation; gaze direction control; independent pan-tilt heads; mobile robots; moving target; neural net; robot body movement; saccade; selective information capture; smooth pursuit; smooth tracking; vergence; vestibulo-ocular reflex; Cameras; Control systems; Design methodology; Eyes; Humans; Machine vision; Mobile robots; Object detection; Robot vision systems; Testing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man, and Cybernetics, 2000 IEEE International Conference on
Conference_Location :
Nashville, TN
ISSN :
1062-922X
Print_ISBN :
0-7803-6583-6
Type :
conf
DOI :
10.1109/ICSMC.2000.886062
Filename :
886062
Link To Document :
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