Distributed Multi-Target Tracking Based on the K-MTSCF Algorithm in Camera Networks

@article{Chen2016DistributedMT,
  title={Distributed Multi-Target Tracking Based on the K-MTSCF Algorithm in Camera Networks},
  author={Yanming Chen and Qingjie Zhao and Zhulin An and Peng Lv and Liujun Zhao},
  journal={IEEE Sensors Journal},
  year={2016},
  volume={16},
  pages={5481-5490}
}
It is a challenging task to develop an effective multi-target tracking algorithm for camera networks due to the factors, such as spurious measurement, limited field of view, complexity of data association algorithm, and so on. In a real-life environment, the system model for camera networks is usually nonlinear, and hence, a Kalman filter may be inappropriate for modeling this system. Besides, the main drawback of traditional joint probabilistic data association (JPDA) is prone to raise the… CONTINUE READING
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