DocumentCode :
680600
Title :
Design and implementation of a color-based visual tracking control system
Author :
Sho-Tsung Kao ; Zong-Yu Yang ; Ming-Tzu Ho
Author_Institution :
Dept. of Eng. Sci., Nat. Cheng Kung Univ., Tainan, Taiwan
fYear :
2013
fDate :
2-4 Dec. 2013
Firstpage :
371
Lastpage :
376
Abstract :
This paper considers the problems of developing a visual servo system to track a flying object based on the color information of the object. The system consists of three parts: a pan and tilt mechanism, image processing module and motor control module. The position of the target object in the space is determined by using the image processing algorithms based on the color detection. The position controllers of the motor control module control the pan and tilt mechanism to track and keep the target object in the field of view of cameras. Use of color detection makes the visual servo system able to work in a more complicated circumstance. The Kalman filter is used for predicting the flying trajectory to improve the performance of tracking control. Moreover, estimation of the point of fall is studied by the projectile physics. The effectiveness of the system is verified through experimental studies. The experimental results show that the designed color-based visual servo system performs well in real-time.
Keywords :
Kalman filters; cameras; control system synthesis; electric motors; image colour analysis; object detection; object tracking; position control; trajectory control; visual servoing; Kalman filter; cameras; color detection; color-based visual tracking control system; field of view; flying object tracking; image processing algorithms; image processing module; motor control module control; object color information; pan and tilt mechanism; position controllers; projectile physics; target object position determination; Cameras; Image color analysis; Kalman filters; Physics; Projectiles; Trajectory; Visualization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Automatic Control Conference (CACS), 2013 CACS International
Conference_Location :
Nantou
Print_ISBN :
978-1-4799-2384-7
Type :
conf
DOI :
10.1109/CACS.2013.6734163
Filename :
6734163
Link To Document :
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