Title :
Target tracking using an image sensor with a configurable active area
Author :
Xi, Fengjun ; Morrell, Darryl
Author_Institution :
Dept. of Electr. Eng., Arizona State Univ., Tempe, AZ, USA
Abstract :
In this paper, we address the problem of tracking a point target moving in two dimensions using an image sensor with a configurable active area. Our objective is to accurately track the target while minimizing the size of the image (and hence the amount of data) acquired by the image sensor. We propose an adaptive heuristic algorithm to configure the sensor´s active area. The target tracker is implemented using a particle filter. Monte Carlo simulation shows that our adaptive algorithm requires a very small active area to provide performance very near that obtained when using the whole sensor field-of-view.
Keywords :
Monte Carlo methods; image sensors; target tracking; Monte Carlo simulation; adaptive heuristic algorithm; configurable active area; image sensor; particle filter; target tracking; Adaptive algorithm; Cameras; Heuristic algorithms; Image sensors; Particle filters; Particle tracking; Sensor arrays; Sensor systems; System performance; Target tracking;
Conference_Titel :
Signals, Systems and Computers, 2004. Conference Record of the Thirty-Eighth Asilomar Conference on
Print_ISBN :
0-7803-8622-1
DOI :
10.1109/ACSSC.2004.1399539