Efficient combination rule of evidence theory

Bicheng Li; Bo Wang; Jun Wei; Yuqi Huang; Zhigang Guo

doi:10.1117/12.441655

24 September 2001 Efficient combination rule of evidence theory

Bicheng Li, Bo Wang, Jun Wei, Yuqi Huang, Zhigang Guo

Proceedings Volume 4554, Object Detection, Classification, and Tracking Technologies; (2001) https://doi.org/10.1117/12.441655
Event: Multispectral Image Processing and Pattern Recognition, 2001, Wuhan, China

Abstract

D-S evidence theory is a useful method in dealing with uncertainty problems, but its application is limited because of the shortcomings of its combination rule. This paper present an efficient combination rule, that is, the evidences' conflicting probability is distributed to every proposition according to its average supported degree. The new combination rule improves the reliability and rationality of combination results. Although evidences conflict one another highly, good combination results are also obtained.

Citation Download Citation

Bicheng Li, Bo Wang, Jun Wei, Yuqi Huang, and Zhigang Guo "Efficient combination rule of evidence theory", Proc. SPIE 4554, Object Detection, Classification, and Tracking Technologies, (24 September 2001); https://doi.org/10.1117/12.441655

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