Title :
Search on automatic target tracking based on PTZ system
Author :
Qigui, Zhang ; Libo
Author_Institution :
Dept. of Inf. Eng., Taiyuan Univ. of Technol., Taiyuan, China
Abstract :
This paper studies the Kalman filter combined with the Camshift algorithm to track the target and predict the position. We build the PTZ model to track the target automatically, and propose a specific method on an automatic target tracking algorithm. We use this proposed method to drive the PTZ and adjust the zoom to ensure the target can always display on the video screen center at the same size. Experimental results denote that this method can track the moving target accurately, control the PTZ timely and accomplish automatic target tracking.
Keywords :
Kalman filters; object tracking; video signal processing; Camshift algorithm; Kalman filter; PTZ system; automatic target tracking algorithm; video screen center; Kalman filters; Motion segmentation; Prediction algorithms; Target tracking; Trajectory; Video sequences; PTZ; automatic tracking; target prediction; tracking model;
Conference_Titel :
Image Analysis and Signal Processing (IASP), 2011 International Conference on
Conference_Location :
Hubei
Print_ISBN :
978-1-61284-879-2
DOI :
10.1109/IASP.2011.6109027