TY - GEN
T1 - Design and implementation of a color-based visual tracking control system
AU - Kao, Sho Tsung
AU - Yang, Zong Yu
AU - Ho, Ming Tzu
PY - 2013/12/1
Y1 - 2013/12/1
N2 - 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.
AB - 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.
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U2 - 10.1109/CACS.2013.6734163
DO - 10.1109/CACS.2013.6734163
M3 - Conference contribution
AN - SCOPUS:84897687588
SN - 9781479923847
T3 - 2013 CACS International Automatic Control Conference, CACS 2013 - Conference Digest
SP - 371
EP - 376
BT - 2013 CACS International Automatic Control Conference, CACS 2013 - Conference Digest
T2 - 2013 CACS International Automatic Control Conference, CACS 2013
Y2 - 2 December 2013 through 4 December 2013
ER -