Sensor fusion in anti-personnel mine detection using a two-level belief function model

@article{Milisavljevic2003SensorFI,
  title={Sensor fusion in anti-personnel mine detection using a two-level belief function model},
  author={Nada Milisavljevic and Isabelle Bloch},
  journal={IEEE Trans. Systems, Man, and Cybernetics, Part C},
  year={2003},
  volume={33},
  pages={269-283}
}
A two-level approach for modeling and fusion of antipersonnel mine detection sensors in terms of belief functions within the Dempster–Shafer framework is presented. Three promising and complementary sensors are considered: a metal detector, an infrared camera, and a ground-penetrating radar. Since the metal detector, the most often used mine detection sensor, provides measures that have different behaviors depending on the metal content of the observed object, the first level aims at… CONTINUE READING
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