• Computer Science
  • Published in
    15th International Conference…
    2012

Multiple object video tracking using GRASP-MHT

@article{Ren2012MultipleOV,
  title={Multiple object video tracking using GRASP-MHT},
  author={Xiaoyi Ren and Zhipei Huang and Dongyan Liu and Jingjing Wu},
  journal={2012 15th International Conference on Information Fusion},
  year={2012},
  pages={330-337}
}
This paper presents an efficient MHT implementation, referred to as “GRASP-MHT”, featured in an integration of a greedy randomized adaptive search procedure (GRASP) and a track-oriented MHT framework. The hypothesis generating problem arising in the MHT framework is formulated as a maximum weighted independent set problem, and a GRASP module is designed to generate multiple high-quality hypotheses, thereby avoiding the need of a brute force hypothesis enumeration procedure. We validate our… CONTINUE READING

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