Title :
A New Method for the Discerning of Point Moving Targets´ Tracks
Author :
Zheng, Hong ; Sui, Qiangqiang ; Wasfy, Wael ; Chen, Lei
Author_Institution :
Sch. of Autom. Sci. & Electr. Eng., Beijing Univ. of Aeronaut. & Astronaut., Beijing, China
Abstract :
This paper is aimed to propose a new method for the discerning of point moving targets´ tracks to improve the current search strategies, which can not make full use of the entire trace information based on the domain of current point target location. By using the PRI search of least-square trace prediction, we establish a trace-fitting model based on probability and statistics. By setting the predicted position as the highest priority, the predication of movement direction as the criterion of prioritization, our method not only increases the search efficiency, but also reduces the drop alarm ratio. Then, we discuss the problem of the trace-fitting length limitation caused by the allowable continuous losing frames in the process of trace prediction. Through establishing the corresponding model, we improve the accuracy of the trace prediction, and obtain an optimal solution of the target trace-fitting number of frames.
Keywords :
least squares approximations; object detection; probability; target tracking; PRI search; current point target location; least square trace prediction; point moving target tracks; probability; search strategy; trace fitting; trace information; Automation; Filters; Least squares methods; Motion detection; Object detection; Predictive models; Probability; Signal to noise ratio; Target tracking; Testing;
Conference_Titel :
Image and Signal Processing, 2009. CISP '09. 2nd International Congress on
Conference_Location :
Tianjin
Print_ISBN :
978-1-4244-4129-7
Electronic_ISBN :
978-1-4244-4131-0
DOI :
10.1109/CISP.2009.5303584